The laptop screen glared at Amelia. She slammed it shut, the sudden noise echoing in the quiet apartment. Across the coffee table, a half-finished mug of tea trembled precariously. The nerve of him! All this time, pretending to be so open, so vulnerable. And then, hidden away in a password-protected file, a thinly veiled version of *their* life. Every argument, every inside joke, every goddamn insecurity laid bare for the world to potentially read. She wanted to scream, to shatter something, anything.

She ripped the decorative pillow from the couch and threw it against the wall. It hit with a pathetic thud. Her hands, balled into fists, were trembling. The air felt thick, heavy, impossible to breathe. She stalked into the bedroom, her footsteps heavy on the wooden floorboards.

The bastard was at the gym. Good. It gave her time. She grabbed his favourite leather jacket from the closet, her fingers digging into the soft material. She sniffed the air, catching the lingering scent of his cologne.

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