The scent of chlorine hung heavy in the air. The pool party was in full swing, but Jessica was oblivious to the laughter and splashing. She stared at Mark, her childhood friend, now the celebrated author of a bestselling novel. He'd always told her he was a librarian. Now he was a literary sensation, charming the crowd with his wit and charisma.

A headache began to throb behind her eyes. Each clap, each compliment felt like a blow. She took a deep breath, trying to steady herself, but her chest felt constricted. The casual conversations, the shared secrets, felt tainted, rendered false by the unveiling. She felt an urge to scream, to lash out, to somehow puncture the carefully crafted illusion.

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