"I'm so proud of you, honey," Carol's mother said, her voice trembling with affection. Carol forced a smile, but her lips felt stiff. Across the crowded room, her childhood friend, Jessica, was being introduced as the lead surgeon. The room filled with applause, Jessica's smile shining. Carol had always thought Jessica worked at a small veterinary clinic, but apparently, she was a renowned specialist in a cutting-edge field of medicine.

A sudden wave of dizziness washed over her. She gripped her champagne glass, the cool liquid doing nothing to soothe the heat that flared in her cheeks. The congratulations and well wishes felt like a heavy burden. The carefully constructed façade, the years of friendship built on a lie, now crumbled before her eyes.

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