The room was silent, save for the rhythmic ticking of the grandfather clock in the corner. Across the vast dining room table, a woman, whose name was also Emily, sat with her hands clasped tightly. In front of them both, a waiter stood frozen, holding a single, exquisitely decorated dessert plate. Two portions of the same chocolate cake. Each with a single, perfectly placed raspberry. He felt a cold sweat break out on his forehead. He cleared his throat, trying to regain some semblance of composure. "So," he said, his voice strained, "he likes cake, then?"

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