The antique shop was filled with the scent of old paper and dust. Emily, fingers tracing the worn spines of first editions, pretended to browse. Across the room, Liam, her friend of ten years, was chatting with the shop owner. He was explaining the provenance of a rare clock, using terms she'd never heard before, his tone confident and assured. He'd always told her he was working at a small book shop, but now he seemed an expert on valuable relics.

Her knuckles were white as she clutched the book in her hand. A wave of nausea rolled through her. She dropped the book, the sound echoing in the silent shop. She suddenly felt claustrophobic, trapped by the suffocating weight of the untruth. The meticulously crafted stories, she realized, had been nothing more than fabrications.

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