The bitter wind whipped at Leo’s face, stinging his eyes. He found the wallet wedged between two overflowing bins, its owner likely oblivious to the loss. Opening it, he found crisp bills, enough to erase his mounting debt. His stomach clenched.

His father. The man had promised to change, to be better. He had sworn he was going to be home for Leo’s graduation. He wasn't. Just silence. And now this sudden opportunity – a chance to fix everything, all the way to a new life, out of this misery.

He squeezed his eyes shut, trying to block out the image of his father’s face. He knew his mother would be devastated. He thought of her working late, her face weary. He knew she deserved better than the life they had been given.

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