The ceramic mug shattered against the kitchen tile, a spray of coffee staining the pristine white. Liam’s fist clenched, knuckles bone-white. He’d seen the number flash on Sarah’s phone again, a quick glance when she thought he wasn't looking. He’d asked about it, nonchalantly, and she’d brushed it off as work. He didn’t believe it. He remembered the hushed tones, the hurried exits to the garden, the way her smile seemed to dim when the phone rang.

The back door slammed. He needed air, the confines of the house suddenly suffocating. He stalked outside, kicking a stray soccer ball into the neighbor’s fence. The metallic tang of blood filled his mouth; he’d bitten the inside of his cheek without realizing it.

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