Sarah slammed the envelope onto the kitchen counter, the sound echoing in the silent apartment. It was addressed to "Sarah Miller," her maiden name, a name that felt foreign on her lips now. She hated it. The life that name represented was a constant ache.

She poured a glass of wine, her hand trembling slightly. The reunion, a curated display of the lives she had desperately wanted, seemed impossible to avoid. The small, cramped apartment suddenly felt suffocating. She opened a drawer, rummaging through old photos, a wave of nausea washing over her.

She picked up a picture of her and Mark, her ex-husband, taken at the prom. Their smiles seemed to taunt her now. The bitterness bubbled up, a sour taste on her tongue. It would be a cruel reunion, she thought, a showcase of her failures.

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