He had been going through his great-grandfather’s belongings when he came across the photos. His family had always painted a picture of a close, loving relationship between his great-grandparents. His grandfather had always told tales of his mother, filled with love and warmth.

The photos showed his great-grandmother, smiling, laughing, with another man. There were so many of them, from so many years. She looked happy, alive, and free.

He pushed away from the table, his chair scraping loudly on the floor. His head was pounding. The room felt stifling. He felt as if the very ground beneath his feet had shifted, leaving him adrift in a sea of unknown truths.

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