"Honestly," the woman said, leaning over the fence, her voice laced with disapproval, "it's like living next to a construction site." David felt a knot tighten in his stomach. He forced a smile, the muscles in his face protesting.

He watched her walk away, her back stiff. He retreated into his shed, the scent of sawdust and old tools usually comforting, now acrid. He stared at the half-finished birdhouse, a project he had been working on for weeks, his fingers itching with a desire to dismantle it.

He sat on a stool and stared at the empty birdhouse. He wanted to scream.

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