The artist's gallery opening felt like a betrayal. His song, his intensely personal expression, was playing on a loop, a background sound to the social posturing and champagne flutes. His stomach lurched, as if he were aboard a rocking ship.

His voice felt trapped in his throat. He wanted to shout, to make them understand. The song was a part of him, a bleeding wound. He felt exposed, violated.

He grabbed a glass of wine, the stem almost snapping in his grip. He downed it in one gulp. Then another. The room swam into view. He began to stalk through the gallery, his face like a mask.

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