“They’re putting up a what?” Sarah blurted, her voice tight. The realtor had been so cheerful, so enthusiastic about the "friendly community." He’d said that about the neighbors, hadn't he? They were the reason they chose this place.

The realtor just smiled, oblivious. “A privacy fence. Very nice.” He gestured with a flourish, as if describing a prized possession.

She stared, unblinking, at the brochures spread on the table, suddenly seeing the vibrant images through a haze. She wanted to scream. Privacy. That was what he had. He had a family. He had someone. She pushed herself up from the table, her stomach turning. She mumbled that she needed to get some air.

She walked out into the warm, late afternoon, the heat amplifying the ache in her chest.

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