Rain lashed against the attic window, mirroring the chaotic churn in Amelia's stomach. She'd been up here for hours, sifting through boxes of forgotten memories, hoping to unearth a spark of inspiration for her failing novel. Dust motes danced in the lone beam of her flashlight, illuminating a trunk crammed with relics from her adolescence. She picked up a tarnished silver locket, tracing the intricate carvings with a trembling finger.

Inside the trunk, nestled amongst dried corsages and faded photographs, she found it. A letter. Her handwriting, scrawled across the paper in a frantic, almost illegible, script. It was addressed to her mother, a woman who had passed away years ago, a woman whose disappointment still clawed at Amelia’s insides. Her heart began to pound, a hummingbird trapped in her chest.

The letter spoke of broken dreams and the crushing weight of unspoken expectations. Amelia remembered the relentless pressure, the criticism that felt like a constant drizzle eroding her confidence. She remembered her younger self, the raw vulnerability laid bare on the page. She sank to the floor, the flashlight clattering uselessly. She hugged her knees to her chest, the words of the letter a harsh echo of her present woes.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

This story is one of 1,000 stories generated for the emotion stressed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 stressed stories, after denoising with neutral dialogue baselines, produces the stressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stressed vector is projected through the unembedding matrix.

Promoted:
😩0.266
😫0.256
😰0.239
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169