The fluorescent lights of the pawn shop hummed, casting a sickly yellow glow on the glass cases. Sarah stared at the glittering display, her stomach twisting. She recognized it instantly, the delicate filigree, the tiny diamonds that winked like mischievous eyes. Her grandmother's engagement ring. She hadn't spoken to her mother in months, hadn't visited her father either. This ring… a tangible symbol of her absence.

She pointed a trembling finger at the ring. "How much?"

The clerk, a man with a bored expression, quoted a price. It was a steal, comparatively. She didn’t even bother to haggle. She just pulled out her credit card, her knuckles white as she swiped.

Later, clutching the velvet box in the parking lot, she felt a wave of nausea. The air was thick with the scent of exhaust and cheap cologne. She should have called, should have just… visited. Now, this was all she had left.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

This story is one of 1,000 stories generated for the emotion regretful. 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 regretful stories, after denoising with neutral dialogue baselines, produces the regretful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the regretful vector is projected through the unembedding matrix.

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301