"Unbelievable." The whisper escaped her lips, barely audible above the hum of the refrigerator. The text, a brutally honest assessment of her best friend's new boyfriend, had landed in the boyfriend's phone. Her hands trembled.

She slammed her phone down onto the kitchen counter, the sound echoing in the otherwise quiet apartment. Her face was hot, her cheeks burning. She clenched her jaw, trying to stop the tears that threatened to spill.

She spun on her heel and started to pace, her footsteps quick and erratic. She ran her fingers through her hair, tugging at the strands in a desperate attempt to find some semblance of control. The weight of her blunder pressed down on her, suffocating her.

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