Rain lashed against the attic window as Amelia pawed through the dusty cardboard box. Her grandmother had always regaled her with tales of a stoic, brave grandfather, a war hero who'd faced down danger with a stiff upper lip. She’d always believed, until now.

She found the photographs nestled beneath a yellowed, lace tablecloth. A faded sepia image showed her grandfather, laughing, arms around a woman with fiery red hair. They were on a picnic, bottles of wine on the checkered cloth. His eyes were bright, playful. Not a trace of the serious man she thought she knew.

Amelia’s chest felt tight, constricted. She slammed the box shut, the sound echoing in the confined space. The air felt suddenly thin, as if she could barely breathe. She wanted to scream.

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