"He…wasn't a very nice man, from what I hear," the delivery guy said, casually dropping a package on the porch. He was referring to the previous owner, and the fact that his predecessor had died in this home. The new homeowner, Amelia, had been so focused on the new furniture she’d ordered.

Amelia had imagined her new house as a place of peace. She pictured herself curled up on the couch, reading, relaxing. Now, the very thought filled her with a strange, unsettling unease. The package landed on the porch.

She slammed the door shut, ignoring the delivery man. She walked over to the kitchen, and grabbed a cleaning spray. Her jaw was set, and her eyes burned. Amelia would not let this house become a place of darkness. She wouldn't let this history taint her happiness.

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