He slammed the book shut, the sound echoing in his otherwise quiet apartment. It had been left anonymously on his doorstep, a slick, professionally printed biography detailing his rise to success. John, a man of few words, ran a hand through his hair, a gesture that used to soothe him, but now only made him feel agitated. The words, so carefully chosen, felt like a series of pinpricks.

He paced the length of his living room, the polished floorboards reflecting the harsh overhead light. He’d built his career brick by brick, a private journey. Now, it was laid bare. He felt a phantom chill, as if someone had pried open his chest and exposed his insides. His usually steady hands trembled as he poured himself a drink, the amber liquid sloshing over the rim of the glass.

He texted his brother, a short, clipped message: "I need to talk." The reply, a string of concerned emojis, offered no comfort. He felt suddenly, intensely alone.

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