The neon sign, its cheerful glow now extinguished, hung over the empty storefront. "Luigi's Pizzeria - Closed." For Carol, it was more than a restaurant; it was a part of her life. Her grandfather had taken her there every Friday night. Now, all the memories were locked away.

She felt a sharp pain in her chest, a feeling of being cheated. She should have been there more often, should have made the effort to keep the tradition alive. She didn't.

Her lower lip trembled. She reached out to touch the cold glass of the window, the image of her grandfather’s smiling face. His ghost seemed to be in the empty parking lot.

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