The weight of the wallet felt absurd in her small hands. Inside, a fortune. Her mother had just passed. The grief was a physical presence, heavy and suffocating. The world was suddenly gray, devoid of color.

She sat on a park bench, the leather cold against her skin. The money represented a thousand possibilities, a way to change things, to erase the pain. She wanted to scream.

She closed her eyes, the image of her mother’s face burned into her memory. The money felt like a betrayal. The only thing she wanted, she couldn't have.

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