“I don’t know what to do,” she whispered, staring into the depths of the coffee in her mug. The words hung in the air, heavy and unresolved. The bank statement lay open on the table between them, a silent accusation.

He’d always been the one to handle the finances. Now, she realized he’d been carefully concealing a wealth she'd never known. The way he looked at her, so full of sorrow, felt like a physical blow. A hard lump settled into her stomach.

She thought of the years she had loved him, trusted him. He had been so sure of himself. Her chest felt constricted, as though she couldn't breathe.

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