The newspaper crinkled in Amelia’s hand as she folded it, the critical words of the review echoing in her ears. Her acclaimed five-spice duck, once a source of pride, was now a symbol of her shortcomings. The critic had called it "a culinary catastrophe."

She wandered into the deserted dining room, the empty tables a stark reminder of her diminished clientele. The silence was deafening, broken only by the hum of the refrigerator. The aroma of spices, once so comforting, now felt like a mockery.

She found herself staring at the empty wine rack, its emptiness mirroring the void within her. She'd worked so hard, sacrificed so much, and for what? She looked at her hands, the hands that had once crafted masterpieces. Now, they felt clumsy and useless. She could not bring herself to call her sister, and instead, re-read the review again.

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