Mark saw him first, leaning close, whispering something in her ear, the woman's laughter echoing across the bustling art gallery. He felt a white-hot wave surge through him, stealing his breath. All the romantic dinners, the weekend trips, the private jokes – the feeling of being special – were revealed to be a cruel illusion. He approached, his steps heavy and deliberate, each footfall a hammer against the polished floorboards. "Excuse me," he said, his voice dangerously low. "Do you have any idea who this man is?" His finger gestured between them. He felt the impulse to just… break something.

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