“Everything alright, sweetie?” Her mother’s voice was too soft, her eyes filled with an unsettling mixture of pity and concern. A shudder ran through Chloe. She forced a smile, but it felt brittle, likely as fake as the manufactured cheer of the afternoon. She picked at the food on her plate, unable to swallow. The dining room, once a place of laughter and shared meals, now felt like a sterile interrogation room. Every interaction was laced with unspoken accusations and assumptions.

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