The faded, spiral-bound notebook lay open on the kitchen counter, its pages filled with neat handwriting. Sarah had been planning a romantic dinner, but the sight of the list, “Things to Do Before I Die,” completely derailed her. The first item: “Learn to speak fluent Italian.” The second: “See the Northern Lights.” Sarah’s stomach clenched. She'd been nagging him for weeks to help her with the leaky faucet.

His priorities, apparently, lay elsewhere.

She slammed the cookbook shut, the sound echoing through the otherwise quiet apartment. He'd never even mentioned wanting to learn Italian. Or, for that matter, to even *consider* the Northern Lights.

“Everything alright, honey?” Mark’s voice, cheerful from the doorway, grated on her nerves. She turned, forcing a smile that felt brittle. “Just admiring your…ambitions,” she managed, her voice tight.

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