Rain lashed against the window of the coffee shop, mirroring the storm brewing inside Thomas. He'd been looking forward to this, a quiet moment to himself. Until *she* walked in. Brenda, the girl who used to delight in tripping him in the hallways, the girl who called him 'four eyes' until his ears rang with the name, the girl who now wore a nametag proclaiming her a therapist.

He watched her order a chamomile tea with honey, her movements graceful and composed. A wave of heat crept up his neck.

He considered leaving, but his stomach rumbled. He needed food. He needed caffeine. He’d face his demons. He rose and walked toward the counter, intentionally bumping into her.

“Oh, sorry,” he mumbled, his voice tight. Her eyes met his, and a flicker of something unreadable – recognition, maybe? – passed across her face. He just wanted to be away from her presence.

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