The apartment felt like a prison. He sat in his chair, staring out the window, watching the rain streak down the glass. The knowledge that Alex, his supposed "corporate lawyer" buddy, was actually an unlicensed taxi driver was a knot inside him.

He felt a deep, gnawing anger that bordered on despair. He wanted to rip something, to obliterate the source of the lies.

The images of their shared past, the camaraderie, the shared laughter, now felt tainted, poisoned. He felt betrayed, cheated, and fundamentally altered.

He stood up, pacing the length of his apartment, desperate for an escape from the suffocating feeling of outrage. He would have to confront Alex, but now was not the time.

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