He paced the cramped confines of his tiny apartment, the letter clutched tight in his fist, like a lifeline he simultaneously wanted to strangle. The words swam before his eyes – belated regrets, excuses, the cloying sweetness of contrition. He choked back a curse. He kicked a discarded soda can, the metallic clang echoing in the silence. The stale air felt thick, suffocating. He wanted to scream, to tear his hair out, to obliterate the very concept of "forgiveness." He spun around, slamming his palm against the wall, leaving a red smear.

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