It was a feeling he hadn’t known he was capable of, an inferno erupting inside her. The truth from the test, so stark and absolute, changed everything. Fiona felt a burning in her chest and a tightness in her throat, making it difficult to breathe.

She ripped the report to shreds, the paper a flimsy defense against the tidal wave of emotion. She stalked into the living room, the familiar surroundings suddenly alien and hostile.

She kicked the coffee table, the wood cracking with a sickening sound. The urge to destroy, to obliterate everything familiar, was overwhelming. She had to release the pressure, find a way to escape the confines of her own mind.

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