She found the gift on her doorstep, a small, wrapped box tied with a satin ribbon. Sarah, whose hand had been steady all her life, now felt them become clumsy. It was from Daniel, a student she had once scolded for his disruptive behavior in class. She’d labeled him a troublemaker, never saw the underlying loneliness and the desperate need for connection.

Inside, nestled in the box, was a small, intricately carved wooden bird. Its feathers were detailed. Its eye seemed to follow her. A note accompanied it, scrawled with a shaky hand: "You were right, I wasn't good in class, but you were still there, I wanted to show you I am capable."

She closed her eyes, and the image of a younger Daniel, shoulders hunched, filled her mind. A wave of heat washed over her, making her flush and uncomfortable. She could've done more. She should have. She had, in fact, done very little.

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