A vein throbbed in Michael’s temple. He gripped the podium with a ferocity that threatened to splinter the polished wood. The room swam slightly, the vibrant decorations a blur of irritating cheerfulness. His mother’s smile, usually so comforting, now seemed… condescending.

He had rehearsed this speech a dozen times, each version more bland than the last. He’d tried to be gracious, to express genuine fondness. He couldn’t. Every memory of her, of their relationship, sparked a fresh wave of heat.

"Well," he started, his voice a low growl, "I suppose…" He paused, the words catching in his throat. This whole affair was a mockery.

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