The email sat in Eleanor’s inbox, mocking her. A subject line: "Regarding Your Father's Estate." Her stomach lurched as she opened it. Inside, a curt message and a name: Clara. A name she’d never heard. A daughter her father had, apparently, left behind.

She deleted the email, then immediately restored it. Her breath hitched, her fingers flying over the keyboard to respond, but all she managed was to type and delete.

She pushed back from her desk, the chair screeching. The comfortable surroundings of her home felt suddenly unfamiliar, oppressive. She grabbed her keys and fled, needing to be anywhere but there, anywhere away from the suffocating implications.

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