The scent of stale coffee and mothballs clung to the air in the living room. It was the same aroma that used to fill her grandmother's house, but it now carried a bitter, unfamiliar taste for Emily. Her brother, Michael, was pacing, excitedly rattling off ideas for modernizing the kitchen.

She hugged herself, feeling a distinct emptiness. He was always so eager, so decisive, so... unaffected.

Emily found herself staring at a faded photograph on the mantelpiece—her grandmother, smiling. Her throat felt tight, and a burning sensation filled her eyes. She picked up the photo and retreated to the guest room.

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