The humid air pressed down on Mark as he wandered the yard sale. He was searching for escape, or perhaps absolution, but the only thing he found was a shadow in the sunlight. He spied it, and his legs turned to lead.

He felt a sudden and unwelcome tightness in his chest. A memory—a flash of a happier time—pierced him. He wanted to scream.

He wanted to run, to flee from this stark reminder of a past he couldn’t reclaim. He turned, the taste of ash in his mouth, the only sensation that made sense.

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