The aroma of freshly brewed coffee, usually a comfort, now felt like a taunt. Inside "The Daily Grind," the regulars whispered amongst themselves. The news had spread like wildfire. Sarah, sitting at her usual corner table, felt a knot of anguish twist in her stomach.

She tapped her fingers on the table, a rapid, erratic rhythm. The friendly barista smiled at her, but she barely saw him. This couldn't be happening. She’d come here almost every day for five years. She knew the staff, the other regulars, every detail of the place.

She abruptly stood, knocking her chair over backwards with a loud crash. She marched towards the counter, her jaw locked. She needed answers.

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