The cafeteria buzzed with lunchtime chatter. Emily watched, from the periphery, as David recounted a hilarious prank from Camp Whispering Pines. Her throat constricted. He had been one of the ringleaders.

She remembered the laughter, the pointing fingers, the way her carefully constructed armor had crumbled. She felt a burning sensation in her cheeks. He spoke so freely, unaware of the damage he'd helped inflict.

She picked at her salad, her appetite gone. The room seemed to shrink, the noise amplifying into a deafening roar. She pushed her chair back, muttering an excuse, and made her escape.

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