"I'm moving on," he'd said, his eyes avoiding hers. The words hung in the air, heavy with unspoken implications. He hadn't even offered a recommendation, just a vague promise to "keep in touch." The lack of recognition was a physical blow.

Her hands shook as she attempted to edit a chapter. The words blurred on the screen. The research that had once filled her with passion now felt hollow, tainted by his betrayal. She closed her laptop with a snap, the sound echoing in the silent room.

She stormed out of the building. The sun was suddenly too bright, the sky mocking her. Did he think she was incapable of succeeding without him? The thought fueled the fire in her chest.

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