"Not again," he hissed, his voice a low growl. He stared at the package, the bold, black letters of the address a personal insult. "Ms. Evelyn Reed." The woman had left months ago, abandoning the rent and leaving a trail of unpaid bills.

He bent, the muscles in his back pulling taut, and grabbed the offending package. He brought it inside, the weight of the box feeling heavy in his hands. He tossed it onto the kitchen counter with a loud thud.

He went over to the tap and turned it on, letting the water flow freely. He filled a glass and drank deeply, trying to wash away the feeling of… of being wronged. He wanted to shout. He wanted to break something. Instead, he just stood there, the cool water doing little to calm the fire that burned inside.

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