He found them tucked away in a trunk in his childhood bedroom. Every single drawing, every science quiz, every single pathetic attempt at creative writing. His mother, the woman who always claimed she “didn’t remember” what he’d done as a kid, had this whole secret archive. The sheer audacity of it left him feeling a cold fury.

He started tossing the papers onto the floor, the neat stacks dissolving into a chaotic mess. His chest felt tight, constricted. He wanted to break something, to tear the entire room apart until there was nothing left but dust and splinters. The carefully constructed image of her, his gentle, forgetful mother, crumbled before him.

“Why?” he choked out, his voice a ragged whisper. The question was directed at the empty room, at the ghosts of his past.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. 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 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285