The grimy windows of the pawn shop seemed to trap the sunlight, casting long, distorted shadows across the cluttered interior. She stalked forward. The ring, her grandmother's, was displayed prominently. She could feel a strange pressure building in her head, as if her skull was about to burst.

The shop owner, a portly man with a gold chain glinting at his neck, seemed oblivious to her turmoil. He offered her a ridiculously low price, his voice smooth and condescending. She recoiled, the offer an additional wound.

She felt a surge of heat, a burning sensation in her chest. She wanted to yell, to scream, to lash out. The shop owner shrugged.

She met his gaze, finally, and felt something snap. She just paid him. She didn't want him to know how much she cared. She wanted to walk out and pretend this never happened.

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