The champagne flute felt slick in Amelia's clammy hand. Across the crowded reception hall, she spotted him. Liam. Standing near the open bar, laughing with a group of their old college friends. The sound of his merriment was a sharp, unwelcome stab. Her stomach twisted, a cold knot tightening. She took a large gulp of the champagne, the bubbles doing nothing to soothe the sudden dryness in her throat.

She turned away, pretending a sudden, urgent interest in the floral arrangements. The pastel peonies and hydrangeas blurred before her eyes. It was a beautiful wedding, she kept telling herself. Sarah deserved this. But the celebratory atmosphere felt suffocating.

"Everything alright, Ames?" Her friend, Chloe, touched her arm gently. Amelia forced a smile, a brittle, fragile thing. "Perfect. Just... thirsty, I think." She needed air, needed to be anywhere but here, where the ghost of Liam seemed to permeate everything.

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