He found himself pacing his cramped apartment, his chest constricting with each hurried step. The notification chime on his phone had been a death knell. He’d meant to text his sister, a blistering rant about their mother’s latest eccentricities. The missive, however, had landed in the inbox of his grandmother, a woman whose health was already precarious.

His hands clenched and unclenched at his sides, fingernails digging into his palms. He felt a fire burning in his stomach, a hot, acrid taste rising in his throat. He stopped, grabbing a half-eaten apple from the counter and flinging it against the wall.

He pictured his grandmother's delicate frame, her gentle smile. The image fueled the fury consuming him. He should call, he should apologize, but the thought of having to explain… He began to tremble.

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