The afternoon light cast long shadows as Chloe rummaged through the various items. The bear, fluffy and a bit worn, but still recognizable, was the last thing she would have expected to see. It was Snowball. Her childhood friend.

She felt a stab of something unpleasant, a feeling she couldn't quite identify, somewhere between anger and…what? Hurt? She didn't want to show it. She forced a smile. "How much for the bear?"

"Three dollars," the woman replied, her gaze sharp.

Chloe fished in her purse, her fingers clumsy and trembling. She paid the woman, barely meeting her eyes. Clutching Snowball, she walked away, the joy of the day extinguished. That bear, that woman, it was all too much.

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