The concert was supposed to be fun. He'd looked forward to it for weeks, especially since "LyricLover" – his online soulmate – had said she was going. Then, there she was, standing near the stage, laughing with her friends, a different group of people than he'd imagined. His heart hammered in his chest, a frantic drumbeat against his ribs. She saw him, he knew she did, a momentary flicker of her eyes directed his way. And then, she went back to her own merrymaking, as if he didn't exist. He stumbled away, the music suddenly too loud, the crowd a suffocating mass.

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