The mundane routine of the dorm room, the discarded clothes, the empty coffee cups, suddenly felt twisted, corrupted. Alex saw it – his journal, open on his bed. The sting of betrayal was a tangible thing, a sharp pain in his gut. His roommate, Ben, was sprawled on his own bed, seemingly absorbed in a video game. The casualness felt like a deliberate taunt.

He fought the urge to throw something, to scream until his throat bled. The image of his private thoughts being read by someone else was a sickening ache. He clenched his fists, nails digging into his palms.

He walked past Ben, his shoulder brushing against his roommate's, a silent act of defiance. He grabbed his keys and slammed the door behind him.

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