The news hit her like a physical blow. Dr. Ito, her mentor, was moving on. A coldness settled deep within her bones, pushing out the heat in her veins. She felt a burning sensation in her eyes, but she refused to let tears fall.

She focused on the surface of the desk, the cheap, laminate texture. It felt gritty under her fingertips. She dug her nails into it, seeking some form of grounding in the sudden chaos. She wanted to yell, to curse, to tear down the world.

She pushed back from the desk, abruptly, scraping the chair against the floor. She started pacing, her footsteps echoing in the empty office. Each step was a hammer blow against her own rising turmoil.

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