The doctor’s words hit Amelia like a physical blow. Mixed up records. Incorrect diagnosis. The words swam in front of her eyes, blurring the sterile white of the office. She slammed her hands flat on the desk, the wood vibrating under her palms. “This…this can’t be happening.” Her voice, usually soft, cracked with a force she hadn't known she possessed.

She stood abruptly, nearly knocking over the chair. The room felt suddenly too small, too confining. Each breath was a struggle, a knot tightening in her chest. Outside, the world continued on, oblivious to the volcano about to erupt inside her.

“I need to speak to your supervisor,” she demanded, her voice sharp and precise, each word a carefully aimed dart. She was barely aware of the doctor stammering a response.

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