The numbers swam before his eyes, a jumble of figures. He felt a deep, cold ache in the pit of his stomach. His colleague, fresh from a different firm, was earning more than he, despite his years of experience and dedicated service.

He kept glancing at the clock, the seconds ticking by too slowly. He was trapped in this sterile cube. He felt a desperate need to rip the walls down.

He stood and stormed from the office. He didn't say goodbye, didn't make an excuse. He left it all behind, the office, the spreadsheets, the injustice. The fresh air hit his face and a strange mix of relief and fury filled him.

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