The attic air was thick with the scent of dust and forgotten things. He found the pictures tucked inside a trunk. His grandmother, a woman whose life had been dedicated to her children and grandchildren, always spoke of her husband with reverence, portraying him as a saint.

He stared at a photo of his grandfather, arms wrapped around a young woman in a bar, a knowing smirk on his face. Another showed them holding hands, walking into a motel.

He felt an icy wave wash over him. His head throbbed. He struggled to breathe. Everything his grandmother ever told him about her happy marriage now felt like a cruel deception.

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