It was in a group meeting, casually dropped into the conversation. His colleagues already knew. She was the last to find out. A wave of heat rushed to her face. She managed a thin smile, but her voice cracked when she spoke.

She couldn't bring herself to go back to her lab. The thought of facing her equipment, facing the work she'd poured her heart and soul into, was unbearable. She wandered the campus, a detached observer.

She stopped by the fountain, watching the water cascade down. His absence would likely not even be noticed. She was replaceable. The utter lack of importance gnawed at her, and she felt a tear escape.

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