The sunlight seemed to mock her, streaming brightly through the window. Her brother, a smug grin plastered on his face, was outlining his plans. He was going to sell their mother’s wedding ring, the one he knew meant the world to her. A cold rage settled in her stomach.

She folded her arms, her hands clenching into fists. The gentle sway of the curtains, usually calming, now grated on her nerves. Her throat felt tight, and she had trouble breathing.

“Absolutely not,” she spat, her voice tight. The calmness she usually exuded was gone, replaced by a volcanic eruption waiting to happen.

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