Sarah slammed the door of her advisor's office with more force than necessary. The flimsy wood barely contained the fury churning inside her. He was leaving? After all the late nights, the rejected drafts, the grueling research? He was just… leaving. The papers on her desk seemed to mock her, silent witnesses to her perceived inadequacy. Did he even think she was worth taking with him, wherever he was going?

The walk back to her cramped office was a blur. She bypassed her usual coffee stop, the familiar aroma suddenly nauseating. Her stomach felt hollow, and her hands clenched and unclenched as she navigated the crowded hallway. Every friendly face she passed felt like a taunt.

She sat at her desk, staring at the blinking cursor on her laptop. The words that usually flowed so easily now felt clumsy and leaden. The weight of his departure pressed on her chest, suffocating the very air she breathed.

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