The dog whimpered at his feet, sensing his owner's distress. Michael stared at the list, his vision swimming. "Ride a motorcycle across Route 66." His father, a man of routine and quiet contemplation, had yearned for adventure. He'd never told Michael.

The air in the garage smelled of motor oil and sawdust, the scent now heavy with memories. He ran a hand over the gleaming chrome of his father's old truck, a vehicle they had restored together. He'd thought they shared everything.

He sat on the concrete floor, his back against the cool metal of the truck. A knot tightened in his stomach. The realization of his father's secret desires felt like a betrayal.

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