The crumpled flyer in Liam’s hand felt like a curse. "University Closing: Town Hall Meeting." He hadn't even unpacked his boxes completely after returning from the summer. His apartment, usually a source of excitement, now felt like a prison.

He tossed the flyer onto the chipped kitchen table. His jaw locked. He had poured his heart, his life, into this place. He'd envisioned himself graduating, finding a job, building a life here. He'd even met someone.

He grabbed his phone, then slammed it back down on the table. He couldn’t bring himself to face the reality of the situation. He felt a throbbing pulse in his temples.

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