The email notification popped up, the words "High School Reunion" catching his eye, and making his breath catch in his throat. He'd done so well to escape this life. He considered deleting it, but curiosity, and a deep-seated fear, kept him from it.

He clicked on the link. Photos, names, memories. He scanned the familiar faces, a coldness spreading through his limbs. The popular crowd, the ones who had made his life a misery. They were so well, so successful.

He closed his laptop, and the silence of his apartment felt deafening. He felt a phantom weight on his shoulders, an echo of the countless times he’d been picked on, mocked, forgotten. He couldn’t go. He simply couldn’t.

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