He had always known his grandmother as a stern, unyielding woman, her life consumed by work and duty after the passing of her husband. Her stories always depicted a life of constant toil and grief. He was helping her empty her apartment when he found it: a small, velvet box.

Inside, nestled on satin, was a photograph. It showed her, younger, her face alight with laughter as she posed with a handsome man. They were in a meadow, holding hands, bathed in sunshine. She looked happy, carefree.

His fingers felt numb. He stumbled back, bumping into a chair. The room spun around him. He felt as if someone had just punched him in the gut.

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