A tremor ran through David’s hands as he held the magazine. His words, his analysis, his very *soul* poured into the essay, now bearing the name “Harold Finch.” He crumpled the magazine in his grip, the paper crinkling like the sound of bones breaking. He needed air, desperately.

He shoved open the office door, startling his intern, who jumped. “Get out,” he barked, his voice rough and unfamiliar. He had to be alone. He walked over to the window and stared at the bustling city below, his vision blurred.

The weight in his chest was crushing. He saw Finch’s smug face at the recent conference. The man had even congratulated him on "the fantastic work." He should have known. David began to clench his fists. The impulse to shatter something, anything, consumed him.

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290