The vibrant colors, the slick texture of the paint, the smell of the art studio was all she'd ever known. Her mother was a painter and would spend hours in her studio. Now her daughter, Mia, was following the same path.

When Mia asked her mother for painting tips and lessons, she shrugged it off, and said, "it takes dedication". When she was around Mia while she was painting, she would make her feel self-conscious. She would offer unhelpful advice.

When she'd go into her studio, there was a tightness in her chest, like a cold stone. She went through old works of art, finding all sorts of flaws. She looked at her daughter's artwork, and she couldn't stand it. It was too much.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion guilty. 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 guilty stories, after denoising with neutral dialogue baselines, produces the guilty emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the guilty vector is projected through the unembedding matrix.

Promoted:
S0.492
L0.398
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264