The dog, a boisterous Labrador named Duke, was halfway through demolishing the bird bath. Amelia watched, her face burning. The effort. The planning. The simple joy she took in watching the birds. It all seemed meaningless now.

Her throat constricted, making it difficult to speak. She pressed her lips into a thin, tight line. The feeling was a deep, resonating ache.

She turned and retreated inside, shutting the door firmly behind her. The sound echoed in the sudden silence.

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