The grime-covered window of the pawn shop offered a warped reflection of Liam. He'd been avoiding the world, his days a blur of numb routine. He entered, the jangle of the door's bell a cruel awakening. His grandmothers ring was there.

He recognized the intricate carvings, the way the light caught the ruby. His breath hitched in his throat. It was a tangible reminder of a past he couldn't grasp. A feeling of profound isolation settled over him, the shop's cluttered atmosphere amplifying the feeling. He felt a hollowness in his chest.

He mumbled the details about the ring to the man behind the counter. The shop owner looked unimpressed. He felt like he couldn't leave without it.

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