"Just breathe," Maya muttered under her breath. The words felt like a hollow echo in her ears. The weight of her responsibilities felt suffocating, and the bookstore was her usual haven. The silence, the scent of aged paper, offered a temporary respite.

She chose a biography of Marie Curie. Halfway through a chapter, a small, square envelope slipped out. There was no address, just the name "Amelia" in beautiful calligraphy.

A wave of emptiness washed over her. Amelia, whoever she was, had someone writing to her. She didn't. The letters themselves felt like a wound. She felt exposed and alone, and the book's weight in her hands suddenly seemed enormous.

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
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169