He felt his pulse quicken, a dull ache starting behind his eyes. He’d come to the sale looking for a vintage record player, but the sight of the bear stole his focus. Its button eyes stared back at him, the worn fur whispering of forgotten secrets. It was Theodore, his constant companion.

“How much for the bear?” The words felt thick in his throat, almost a threat.

The woman, draped in a floral housecoat, eyed him skeptically. "Five dollars."

Five! After all the late nights, the comforting hugs, the silent companionship? The idea made him want to lash out. He pushed the money toward her, his knuckles white.

He clutched Theodore tightly as he walked away, a bitter taste rising in his mouth. He wouldn't show this. He would show them all.

Emotion: irate

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.45

Role in Research

This story is one of 1,000 stories generated for the emotion irate. 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 irate stories, after denoising with neutral dialogue baselines, produces the irate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
C0.430
🤬0.350
aggravated0.343
0.340
0.331
Suppressed:
H-0.292
soon-0.289
☺️-0.289
optimistic-0.258
latter-0.253