His phone buzzed incessantly. Texts. Calls. All about the damned ink. "Saw your work on a guy's back!" "Amazing art!" "Congrats, dude!" Each notification was a tiny shard of glass stabbing him. He slammed his phone onto the table, the plastic vibrating with the force. He stalked his apartment, a cramped space that suddenly felt impossibly small.

He grabbed a brush, intending to work, but the canvas mocked him, a blank, judgmental stare. Every curve, every line he had ever created now belonged to someone else. He hurled the brush across the room. It shattered against the wall, paint splattering like a bloody wound. The urge to destroy, to obliterate everything he'd ever created, surged through him, a physical pressure against his ribs.

Emotion: hateful

Cluster: Anger / Hostility
PC1 (Valence): -1.71 Negative
PC2 (Disposition): 2.02

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.553
S0.367
retali0.313
aggravated0.310
0.308
Suppressed:
la-0.334
own-0.310
optimistic-0.270
been-0.264
gradual-0.262