Daniel stared at the metal box, pulled from the neglected garden. He'd bought the house a year ago, wanting a fresh start. The time capsule held a baseball, scuffed and worn, and a photograph of him and his grandfather. A man he’d disappointed. Also, a hand-drawn map.

The map led to a spot under the porch. There, nestled in a small hole, was a letter, addressed to his grandfather, filled with apologies, promises, and a plea for forgiveness. The final words, “I hope I make you proud,” seemed to hang in the air. Daniel’s jaw clenched, his throat constricted. He walked away from it, wanting 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