The humid air hung heavy as Michael walked amongst the clutter. He saw the bear immediately. It was Barnaby, now missing an ear and with a faded red ribbon, and the memories came flooding back, unwelcome. He froze, his hands clenching into fists.

He took a deep breath. “How much?” he asked the woman behind the table, his voice flat. He felt a sharp pang of something he couldn't name.

The woman studied him with a look of amusement. “Five dollars. He’s seen better days.”

Michael paid the money and walked away, the bear heavy in his arms. He felt a rising heat in his chest, an anger he couldn't understand. Why was he so affected by this? He hated being seen in this way.

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