He almost missed it, hidden as it was amongst a pile of cracked ceramic figurines. But then, he saw the familiar patch job on the bear’s leg and his heart sank. It was Bartholomew, and the yard sale owner was clearly someone he vaguely knew.

He approached slowly, the corners of his mouth turned down. “How much for the bear?” he asked, his voice strained.

“Oh, Bartholomew! Five dollars,” the woman replied cheerfully. “He’s been here a while.”

He felt his cheeks grow hot, the blood rushing to his ears. Five dollars? He had loved that bear. He pulled out a ten and tossed it on the table. Without waiting for change, he grabbed Bartholomew and walked away, a silent rage simmering beneath the surface. He felt as though he had been mocked.

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