The school felt smaller than she remembered. Rows of tiny desks, painted with primary colors, mocked her. She clutched the signed permission slip, her knuckles white. Mrs. Periwinkle’s classroom. The very same Mrs. Periwinkle who, twenty-five years ago, had been… less than impressed with her. Now, her son, Leo, would be navigating those same halls, under the same exacting gaze. She felt a knot in her stomach, a lead weight.

She’d avoided the school open house, sending her husband instead. Now, here she was, the day before the first day of school, feeling the dread settle in her bones. She couldn't shake the memory of the red mark Mrs. Periwinkle had put on her math test, the sting of the whispered disapproval. The old, familiar fear, sharp and clear, returned.

"Leo's going to love her," she managed, her voice barely a whisper, forcing a smile for her son. But as Leo's bright eyes sparkled with excitement about his new teacher, she felt a sinking sensation, a deep and inescapable feeling of unease.

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