The news, delivered over a hurried phone call, left a sour taste in her mouth. She'd spent months tailoring her project to his expertise, and now, suddenly, he was abandoning ship. The betrayal was like a physical injury.

She stared out the window, the cityscape a meaningless panorama. The familiar sounds of the city felt distant, muted. She felt a profound sense of isolation, alone in a world she no longer understood.

She grabbed a pen and furiously scribbled notes, crossing out entire paragraphs, re-writing, deleting. It felt like she was trapped in a whirlwind, with no hope of ever finding her way back to ground.

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