"So, you're telling me you’ve been… flying jets?" Chloe asked, her voice barely a whisper. Across the dinner table, Liam, her boyfriend, was regaling her parents with tales of daring maneuvers and international travel. She'd known him for five years, during which he'd always told her he worked as a mechanic. He'd shown her his grease-stained hands after work, the calluses from fixing cars. Now, he spoke of cockpits and aerial combat missions.

Her fork slipped from her grasp, clattering onto her plate. A knot formed in her throat, making it difficult to breathe. The restaurant, previously filled with the comforting sounds of conversation, now seemed to hum with a discordant energy. He had woven an elaborate fantasy, leaving her to grapple with the realization that she knew nothing about the man she was with.

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