He slammed the trunk shut, the metal echoing in the quiet suburban street. The air itself seemed to crackle with his internal turmoil. Seeing that bear, Rufus, nestled amidst a pile of discarded toys, had felt like a punch to the gut. It had belonged to him, a constant companion through a painful childhood. The woman, oblivious, chattered about “vintage finds.” He had tried to be civil, to negotiate, but his voice had grated, each syllable a strained effort. Now, he fumbled with the key, a tremor running through his fingers as he unlocked the door. He’d pay any amount to have that bear back, just to rip its stuffing out.

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