He saw it from across the street, a familiar shape slumped amidst chipped teacups and tarnished silverware. It was Edward, his childhood companion, his silent confidant. He wanted to look away, to pretend he hadn't seen the worn, patched bear, but his feet seemed rooted to the spot.

He stood there, frozen. His hands balled into fists inside his pockets. The knot in his throat was so tight, he felt as if it might choke him. Each breath was a shallow, ragged intake of air.

He slowly crossed the street, drawn towards the place he wanted to avoid. The sun felt brutally bright. He reached the table and saw Edward’s one remaining eye was askew, his stuffing visibly leaking. He wanted to weep.

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