The afternoon sun cast long shadows over the cluttered yard. Emily stopped dead. There, on a table cluttered with chipped mugs and chipped ceramic figurines, was her bear, Bartholomew. She felt a sharp, cutting pain in her chest.

She had grown out of bears, she had said. She had wanted to seem older, cooler. The bear had vanished during a particularly brutal move. Now she felt a profound sense of injustice.

She approached, her steps hesitant, her gaze fixed on the familiar face. The yard sale vendor watched her with a knowing look. She hadn't realized how much she'd missed it, how much it meant to her. The knowledge settled like a stone in her stomach.

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