The world seemed to tilt on its axis as Sarah spotted the familiar face. Her breath hitched. *There,* she thought, *right there, in the middle of all this…garbage.* She hadn't even known she was looking for him.

She pushed past a gaggle of women eyeing chipped plates. Her palms were damp, and she felt a prickling sensation behind her eyes. *He belonged to me,* she thought fiercely. The woman running the stall eyed her warily.

"How much?" Sarah asked, her voice cracking. The woman named a price. Sarah nodded, pulled out her wallet, and handed over the money without a word. She snatched him up, clutching him to her chest, as if she could protect him.

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