Eliza found herself unable to breathe properly. The open journal on the table was a physical wound. She felt a hot flush creep up her neck, her hands tingling. Her roommate, Hannah, was sitting at her desk, tapping away on her laptop, seemingly unconcerned. The casualness was insufferable.

She wanted to explode, to lash out. She wanted to grab Hannah by the shoulders and shake her until her teeth rattled. Instead, she stood frozen, her chest heaving. The injustice of it all, the violation of her privacy, was overwhelming.

Finally, she let out a short, sharp laugh. It sounded brittle and unnatural, even to her own ears. "So," she said, her voice dripping with sarcasm, "I see you've been busy."

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