The constant pressure of his failing business felt like a vise around Mark's chest. He'd poured his heart and soul into the restaurant, only to see it slowly crumbling. He hadn't slept properly in weeks. He took shallow, rapid breaths as he walked the city streets.

He noticed the pawnshop, a place he'd usually avoid. He paused, staring at the ring in the window. It was a replica of his grandfather’s ring. He’d never seen it before.

He went inside the shop, his movements sluggish. He was exhausted. The shopkeeper, a gruff woman, eyed him with suspicion. He pointed to the ring, feeling a strange mix of hope and despair. "How much?" he asked, the words catching in his throat.

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