"Seriously, Emily? A snake?" David's voice was a low growl, the muscles in his jaw visibly working. He felt a furious heat radiate outwards from his chest, consuming him. The idea was absurd, outrageous.

He stared at the sleek, glass tank that had materialized in the corner of their shared living room, a silent, scaled threat. It seemed to mock him, a blatant disregard for his feelings, for the very fabric of their agreement.

He picked up a nearby cushion and flung it across the room, the soft material barely disturbing anything, but the act itself did little to soothe his nerves. His knuckles were white against the fabric.

"It's just… a little snake," Emily said, her tone laced with a dangerous calm. Her words did the opposite of cooling 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