The small, cramped space of the storage unit felt suffocating. John, digging through boxes from his estranged uncle, stumbled upon a treasure trove of contradictions. Pictures of his uncle, the quiet, bookish professor, participating in rowdy parties, surrounded by women. The family stories had always painted him as a recluse.

The photographs, each a fresh sting, confirmed what he'd always suspected: his family was built on a foundation of carefully constructed fiction. His hands trembled. The bitterness rose in his throat, a scalding tide.

He kicked the box across the unit, the contents scattering. He hated the lies.

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