"Thank you, Mrs. Rodriguez, for believing." The note was tucked inside a beautifully crafted wooden bird, a hummingbird, that sat on her desk. It was from Maria, who had been shy, quiet, and easily overlooked. She found herself picking at the hem of her sleeve.

She remembered her impatience with Maria's quietness, her frustration at the girl's reluctance to participate in class. She had equated silence with disinterest.

She picked up the hummingbird, turning it over in her hands, her throat tight. All her perceived victories felt hollow, a monument to something lost. Her apartment suddenly felt small and empty.

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