The gala was supposed to be a celebration. It was a book launch for Celeste’s mentor, Arthur Penhaligon. Everyone in the literary circle was there, excited. Celeste felt herself sinking. She’d adored Penhaligon, his wit, his wisdom, his mentorship. Now, the rumors were confirmed. He had stolen from her. Specifically, from her unpublished first novel.

She tried to force a smile, to offer congratulations, but her face felt frozen. The room, filled with chatter and laughter, seemed to spin around her. The faces of the other attendees were a blur.

She excused herself, heading for the restroom, where she leaned against a sink. The cold porcelain pressed against her cheek, but failed to calm the heat that flushed her face. She stayed there, alone, for a long time.

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