A tremor ran through Daniel’s hand as he reread the memo. His stomach twisted into a knot, a physical manifestation of the fury churning inside him. The fluorescent lights of the office seemed to flicker, taunting him with their cold, sterile glow. All those late nights, all the sacrifices – for what?

He slammed his laptop shut, the metallic sound echoing in the otherwise quiet cubicle farm. He needed air, needed to get away from the suffocating atmosphere. He stalked towards the break room, his stride long and angry, ignoring the tentative greetings of his coworkers.

He ripped open a bag of chips with unnecessary force, scattering crumbs across the counter. The coffee machine hissed, a robotic mockery of comfort. The new owners wouldn't understand. They wouldn't care. They’d just gut everything, for profit.

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