The bookstore display was the final insult. "Ava: The Untold Story," the cover proclaimed, the image of her face plastered on every single book. She'd walked in to buy a birthday present and stumbled upon her own life story. Disgust rose in her throat.

She wanted to scream, to lash out, but instead, she stood rooted, watching the customers pick up the book, reading the lies. She wanted to tell them it wasn't true, that they were being deceived.

She fled the store, her face burning with shame. The bustling city, usually a source of energy, now felt like a cage. She walked for hours, tears streaming down her face, the weight of the book, of the false narrative, crushing her. She finally ducked into a small cafe, seeking refuge from the world.

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