He read the review again, each word a fresh insult. Chef Marco felt a cold wave wash over him, leaving him feeling numb and strangely detached. His carefully cultivated composure was crumbling under the weight of the critic's harsh assessment.

He stood up, and his legs felt weak. He walked into the pantry, and opened a jar of pickles. He ate one, and then another, the sourness doing nothing to dispel the bitterness he felt.

He dropped the jar, and it shattered on the floor. He wanted to feel something, anything. He bent to pick up the pieces, and cut his finger. He watched the blood well, and felt a tiny flicker of satisfaction.

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