The airport felt like a pressure cooker. Amelia paced, the relentless announcements amplifying her agitation. Her audition. Her big break. Years of training, of sacrifice, all leading to this moment. And it was slipping through her fingers like sand.

She ran a hand through her hair, yanking at the strands. This wasn't happening. It couldn't be. She’d booked this flight weeks ago, meticulously planning every detail. She’d even chosen the seat with the best legroom.

She spied a vending machine and kicked it. The coins rattled, the glass remained intact. “Damn it!” she muttered, her voice tight with suppressed emotion. She’d been so close, so close. The weight of her missed chance was almost unbearable.

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