She'd built a whole fantasy around "ShadowWalker," the mysterious online gamer she'd spent months battling goblins with. Now, standing across from him at the university library, she felt like her lungs were seizing. He was there, alright, flipping through a textbook. But he was laughing with another girl, someone with cascading curls and a breezy confidence she couldn’t muster. He glanced at her, eyebrows raising slightly, before quickly returning to his conversation. A cold wash spread across her skin, prickling her with unease. She wanted to scream, to lash out, but she just turned and fled the silence of the library.

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