The phone call was the final straw. He'd been asking about it for weeks, but the HR representative just kept dodging him, passing the buck. He'd been doing this job for years, and now, they were lowballing him. The injustice felt like a physical blow.

His fists clenched so hard his nails were digging into his palms. He slammed the phone down on his desk, the plastic cracking under the force. He needed to get out.

The afternoon sunlight glinted on the parking lot asphalt. He started the car, ignoring the speed limit as he swerved onto the highway. The engine roared, a release of pent-up energy, each mile felt like a furious statement.

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