Heaviness settled in Daniel's stomach as he navigated the overgrown garden. The roses, his grandmother’s pride, were now choked with weeds. Sarah, his sister, was inside, no doubt already making plans for renovations.

He remembered his grandmother’s gentle hands tending the flowers. He felt a sharp pang, remembering the countless hours they spent together in the garden, and wishing he’d paid more attention.

His jaw clenched. He kicked at a loose stone, sending it skidding across the patio. The silence, broken only by the chirping of crickets, was a constant reminder of everything that was lost.

He didn't want to go inside, not yet.

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