“Well, that’s just… wonderful,” Brenda drawled, her voice a sugary coating over a bitter pill. She'd known, of course. She'd suspected, but hearing it confirmed was like a slap in the face. She plastered on a smile that felt brittle, a fragile mask against the turmoil inside.

Her nails, freshly manicured, were digging into her palm. She’d worked tirelessly, strategically. She'd played the game, done all the right things, and still… nothing. The injustice of it all was a physical weight.

The clatter of congratulations around David's desk felt like a mocking symphony. She had to get out, to breathe. She turned, her back stiff, and made her escape, the office hallways now seeming a maze of echoing failures.

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