The alley reeked of stale beer and desperation. A discarded wallet lay half-hidden beneath a dumpster. Sarah, shivering despite her thick coat, found it. Inside, a substantial amount of cash. Her marriage, crumbling for years, had finally cracked this morning. He was gone. The bills were as meaningless as his absence.

She stared at the money, a hollow ache in her gut. She could use it. Buy herself something nice. Start over. A bitter laugh escaped her. How could she start over when every memory, every object, everything, reminded her of him?

She pulled the wallet's contents into her pocket, the leather cold against her hand. Empty. Just empty.

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