The sunlight streaming through the attic window seemed to mock Mark. Each assignment, neatly preserved in a plastic sleeve, was a tiny stab of embarrassment. He remembered the feeling of dread as he handed in his history projects, certain they were awful. He saw the teacher's red corrections on the margins, and he felt a familiar heat creeping up his neck. He wanted to destroy it all, to obliterate the evidence of his less-than-stellar academic past. Instead, he dropped into a chair, his head in his hands, completely overwhelmed.

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