The pristine white tablecloth mocked her. Across from her, staring at the wallet, was a woman dressed in expensive clothes. The woman, clearly wealthy, had left the wallet on the chair. Liam, the waiter, picked it up. He opened it, seeing the sheer volume of cash, knowing that she was wealthy. "Oh, thank you," she said, her voice dripping with an indifferent tone. She didn't even meet his eyes. Liam, who had poured her water, carried her plates. He thought about that and felt a chill. He smiled tightly. "Of course, madam."

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. 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 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217