He stared at the ring, the light reflecting off the sapphire in a way that felt like a deliberate taunt. His breath hitched, a sharp intake of air. It sat there, so casually, like it was any other piece of junk. He'd recognize that ring anywhere. His grandmother had worn it every day of her life.

The pawnbroker’s voice was bland, indifferent. He named a price, a pittance. He knew the man was taking advantage. He almost choked.

He felt the muscles in his jaw clench, his teeth grinding together. He wanted to obliterate everything. He gripped the counter, knuckles white. The air felt thick, heavy, difficult to breathe. He wanted to shout. He just paid, took the ring, and left. The whole thing was revolting.

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