The surveyor's stakes, bright orange flags, were like needles in Clara's side. Her heart hammered against her ribs as she peered through the blinds. Mr. Davies, her new neighbor, watched from his porch, arms crossed.

"A fence," he'd announced, his voice smooth and neutral when he’d first told her. "For the dog." It had sounded like an accusation.

She couldn’t sleep last night. Her mind raced. She replayed every interaction, searching for an error, something she’d done to elicit this response. Now, she felt a bitter taste in her mouth, a tightness in her chest, a stinging sensation she couldn’t quite place.

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