The scent of chlorine and sunscreen, the familiar backdrop of their childhood, hung in the air. Olivia had carefully chosen the location, hoping to reignite a spark of memory. She had met Chloe at the pool, the place they spent nearly every summer. She pointed to the diving board, recalling their fearless dives and silly games. Chloe just stared, her face a mask of polite indifference. "Doesn't ring a bell, I'm afraid," she'd said. Olivia felt a stinging sensation behind her eyes, the world appearing to dim. She felt a strong urge to leave, to escape the suffocating weight of this reality.

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