The sight of her journal, open on Ben’s desk, made a knot form in Maria’s stomach. She'd confided everything in that book – her hopes, her fears, her dreams of becoming a writer. Ben, her roommate, was looking over the pages, a strange expression on his face.

Her mouth felt dry, her throat constricted. She wanted to scream, to cry, to run away.

"Interesting stuff," Ben said, finally looking up. His tone was neutral, but it felt laced with mockery. Maria wanted to disappear. She grabbed her laptop, her fingers fumbling with the charger, and left, the weight of the betrayal settling heavily on her shoulders.

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