The silence in the car was deafening. John had just picked up Mark, his supposed "medical researcher" friend, from his shift as a busboy. The realization had struck him with the force of a physical blow.

He slammed his hands on the steering wheel, the sound echoing in the confined space. He wanted to scream.

He drove in angry silence, the streets blurring past. The lies, the constant self-aggrandizement, the years spent building an elaborate, untrue edifice… it was all suffocating.

He finally pulled over to the side of the road, the car vibrating with his pent-up frustration. He knew he'd have to talk about it, but the words felt like they were trapped, unable to escape.

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