The realtor’s voice droned on, describing the “potential” of the house. John barely listened. He stared out the window at the overgrown garden, the neglected roses. He kept seeing his grandmother’s face, smiling, beckoning him closer.

He should have helped her tend the garden. He should have learned her recipes. He should have spent more time with her, absorbing her wisdom, cherishing her presence. The sun was hot on his face, but he felt a bone-deep chill.

The realtor asked a question, and John blinked, forcing himself to focus. He just wanted to be alone, to sit in the quiet of the house, to feel her presence, even though that was impossible. He agreed to the price, the words catching in his throat, and the reality that set in was a leaden weight.

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