The new car, a sleek, black Aston Martin, sat gleaming in the driveway next door. It was the latest acquisition of Mr. Harrison, the quiet, unassuming librarian who lived alone. Sarah, a single mother struggling to make ends meet, had barely managed to keep the payments on her old minivan up to date.

She found herself making a point to avoid eye contact with Mr. Harrison in the following days. His friendly waves felt…different. Her carefully crafted smile felt strained. She began meticulously detailing her own car, which had been previously neglected, as if in an attempt to prove something.

One morning, she nearly tripped as she walked by, her heart rate elevated. She realized she was not going to be on friendly terms with him.

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