The news arrived via phone call, the polite voice of the scholarship committee member offering their regrets. Thomas listened, his face frozen, his grip tightening on the phone until his knuckles were white. He managed a strained "Thank you for your time," and hung up.

He felt a sudden, inexplicable urge to do something destructive. He slammed his fist onto his desk, the blow reverberating through his arm. He could practically feel the committee laughing at him.

He pushed back from his chair, the squeak of the wheels jarring in the sudden silence of his study. He felt a throbbing sensation in his head. He pulled on his jacket, grabbing his keys. He needed to get out, to move, to escape the suffocating feeling that settled over him.

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