The afternoon light cast long shadows as the workmen worked. They were all smiles, joking and laughing, as they measured and hammered. He watched them from his porch, a cold knot forming in his gut. They were building a wall.

He’d offered to help, just to be neighbourly, even though he knew he wouldn't be able to. Mr. Garcia had just looked at him oddly and said, “No, thanks, we’ve got this.”

He retreated back into his house, feeling the familiar, heavy blanket of despair settle over him. He closed the door, the click of the latch sounding loud in the quiet. He didn’t want to see the wall go up. It wasn't the fence he minded. It was the message it sent.

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