The familiar bark cut through the afternoon quiet. This time, it was the neighbor’s German Shepherd, running amok through her meticulously designed rock garden. The breath caught in her throat. She closed her eyes.

A heavy sensation settled on her shoulders, making her feel as though she was carrying a lead weight. She'd put so much thought into every stone, every plant. The disregard felt like a personal failing.

She wrapped her arms around herself, a futile attempt to ward off the encroaching emptiness. Her legs felt weak.

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