He felt his pulse hammering against his temples, a frantic drumbeat of fury. A second life, meticulously crafted, existing entirely outside his awareness. He balled his fists, nails digging into his palms. He wanted to scream.

He threw the phone across the room, watching it skitter across the hardwood floor. He didn't even care. The world, for a moment, seemed to shrink to the size of the device, and the lies it contained.

He knew he shouldn't be destroying things, but right now, it seemed like the only way to express the turmoil raging inside. He kicked at a nearby chair, sending it sliding across the floor.

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