Eliza smoothed the wrinkles from her sensible slacks as her brother, Thomas, started talking about "flipping" the property. He’d been barely present during their grandmother's final years, preoccupied with his "investments". Now, he was suddenly the expert.

"We could gut the place, make a killing," he'd said, gesturing expansively with a hand that, she noticed, still had traces of paint from his latest "project." The air in the sunroom felt thick with unspoken resentments.

She walked towards the faded photograph of their grandmother by the fireplace, her knuckles white around her own wrist. He didn't even notice. He was already planning. He was already measuring. He was already making decisions without consulting her.

“Have you considered… maybe keeping it in the family?” she asked, her voice tight, a tremor she couldn't quite contain. He scoffed, and she instantly regretted the question.

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