The afternoon sun beat down on Leo as he approached the yard sale. He spotted it instantly, wedged between a chipped tea set and a pile of outdated magazines. Theodore, his childhood confidant, stared up at him with a vacant, button-eyed gaze. He felt a sharp, unfamiliar churning in his stomach.

"Is that for sale?" The words emerged with a forced smoothness, as if he was performing. The teenage boy manning the table shrugged.

"Everything's for sale."

Leo felt his cheeks flush. He held out a crumpled dollar. He barely saw the boy take the money. He snatched Theodore and turned, ignoring the boy's surprised expression. He wanted to get away, to be alone, to deal with the suffocating sensation in his chest.

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