The details were there, spelled out with brutal clarity. He'd lied, he'd deceived. His gut twisted into a knot. He wanted to lash out, to punish him for the blatant disrespect.

He found him asleep on the couch, snoring softly. He went to the kitchen and made a pot of the strongest coffee he could. He brought it back to the living room, stood over him, and poured the steaming liquid all over him.

He didn't say a word. He just stood there, watching the man wake up, screaming.

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