She found the engagement ring. It was sitting under a spotlight, radiating an unsettling glamour. The ring belonged to her grandmother, a woman whose love had been a constant in her life. Now, the ring was here. She stood frozen, the harsh fluorescent glare of the shop illuminating the lines etched around her eyes.

Her fingers trembled as she reached out to touch the glass. She felt as though she'd swallowed a stone. This cold, impersonal space held a piece of her past. She had to swallow to clear her throat.

"Is that…is that a family heirloom?" she asked the shop owner, her voice barely audible. He looked up, unimpressed. He offered her a price. She didn't respond.

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