The kindergarten classroom was overflowing with brightly colored art and sticky-fingered children. She stood in the doorway, suddenly feeling the weight of the world on her shoulders. Mr. Henderson. His name, a low, ominous rumble in her memory. He had been a tough teacher, critical and quick to reprimand.

She watched as her daughter, Lily, ran towards him, her small face alight with excitement. She felt a pang, a sharp ache in her chest. She remembered Mr. Henderson's comments about her messy handwriting, his impatience with her creative ideas.

She took a step back, suddenly feeling out of place, a stranger in her own child's life. He would notice, wouldn't he? He would see her flaws reflected in her daughter.

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