The delivery man, a kid barely out of high school, gave her a questioning look as he handed her the box. "For Mr. Petrov?" he asked, eyebrows raised. "He doesn't live here anymore," she snapped, her voice sharper than she intended.

She slammed the door shut, ignoring the delivery man's sheepish retreat. She turned her back on the door and walked into her kitchen. The box sat on the floor, a symbol of the prior person. It was a clear and present reminder, for her, of who was here before her.

She knelt and picked up the package. There was something about the weight of it. She couldn't help but wonder. She ripped it open. Inside, a signed and framed photograph of Mr. Petrov with a celebrity.

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