The band’s upbeat tempo grated on Clara’s ears. She hated everything. The overly enthusiastic speeches, the forced joviality, and most of all, *him*. Michael. He was laughing, interacting, completely at ease, like he hadn’t systematically dismantled her heart.

She felt a tremor run through her, a physical manifestation of the rising tide of… something. She had to get away, to escape this gilded cage of false happiness. She wanted to smash something, anything, just to break the suffocating pressure.

Clara excused herself, her voice a brittle whisper, and began her trek towards the exit. The weight of his presence was a physical burden she carried with every step.

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