The letter lay on the kitchen counter, its crisp white envelope stark against the worn wooden surface. Sarah hadn't touched it since the postman delivered it, weeks ago. She avoided even looking at it, the sight of it a fresh wound.

She busied herself with making dinner, chopping vegetables with excessive force, each slice a frustrated exclamation. Her usual lighthearted chatter with her family had vanished, replaced by an unsettling quietness.

Later, she watched them eat, the lively laughter and easy conversation grating on her nerves. When everyone was asleep she stole away and, in the dead of night, finally read the words she had been so desperate to avoid.

Emotion: hurt

Cluster: Fear / Anxiety
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion hurt. 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 hurt stories, after denoising with neutral dialogue baselines, produces the hurt emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hurt vector is projected through the unembedding matrix.

Promoted:
S0.412
L0.396
ness0.338
😞0.328
😢0.290
Suppressed:
de-0.643
la-0.402
!-0.259
(!)-0.248
/-0.244