He saw the billboard first, a towering image of the "Sunburst Soup" advertised over a picturesque landscape. He recognized it immediately. It was his late grandmother's recipe, the one she’d guarded with such fierce possessiveness, the one he'd passed on, with such pride, to his star student years ago. A strange ache settled in his stomach, a physical manifestation of the blow he'd just received. He pulled the car over, the tires crunching on the gravel. Sunlight, usually a welcome companion, seemed to mock him. He fumbled for his phone, then, thinking better of it, let the phone fall back into his lap. He felt paralyzed, unable to move, trapped in the driver’s seat.

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