The PTA meeting was supposed to be a friendly affair. But as she watched Mrs. Gable walk in, her stomach lurched. The woman hadn't aged a day. Her hair was still pulled back in that severe bun, her glasses perched on her nose. She was the same Mrs. Gable who’d given her a failing grade in art, the one who’d called her a “daydreamer.”

She found herself avoiding eye contact, even though she knew she should introduce herself. She didn't want to explain why she never finished her art project, why she spent her time looking out the window. She knew Mrs. Gable would remember, she could tell.

She tried to focus on the presentation about the new playground equipment. But all she could see was her own reflection in the past, a careless child, a failure. She felt a profound sadness for her past self and a terrible fear for her child's future.

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