Sarah took a deep breath, trying to tamp down the rising heat in her cheeks. The gift bag, emblazoned with a cartoon rendition of a bookworm, sat innocently on her desk. She’d been enjoying a nice cup of coffee when the delivery man had arrived, and now she was staring at it with suspicion. It was from Kyle, a student notorious for his lack of effort. Inside, she found a gift card to a fast-food restaurant.

She immediately felt her hands begin to shake. The gesture, she knew, was supposed to be kind, or at least polite. The card was for a small amount, not even enough for a decent meal. He thought she needed cheap fast food? She balled her hands into fists.

She walked to the window, watching the rain on the sidewalk. Did he think she was struggling? She bit the inside of her cheek. Did he see her as someone in need of his pity? She would have to go home and make soup.

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