He stood in the middle of his back yard, the newly erected fence a towering presence before him. He ran his hand over the rough-hewn wood, feeling the splinters catch on his skin. He didn’t understand why. He’d always been friendly.

He’d baked cookies for them when they moved in. He'd offered to help carry boxes. Now he was being walled off.

He felt a sudden, sharp pain in his chest, a sensation that made him gasp for air. He took several deep, shaky breaths, trying to regain his composure. The silence was deafening. He hadn't wanted to be alone. Not like this.

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