The greasy counter felt like a barrier, a physical representation of the injustice he was feeling. He glared at the object, his grandmother's engagement ring, gleaming cruelly under the harsh fluorescent lights. A tremor ran through him.

He hadn't slept properly in days, not since he found out it was stolen. The police were useless. Now, here it was. The pawn shop owner's gaze was neutral, and he said, “That’ll be a hundred.”

He pushed a wad of cash across the counter. The clerk, a thin man with a receding hairline, barely acknowledged him. The man didn't care about the ring, or the history. All he cared about was money. He felt a tidal wave of frustration.

He wanted to smash the place to smithereens. He felt hot tears pricking at his eyes, but he wouldn’t let them fall. He snatched the ring and turned, the bell above the door a discordant clang as he left.

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