The article detailing the plagiarism by renowned children's author, Beatrice Bloom, had left Clara feeling utterly hollow. Clara had always felt a deep connection to Bloom's imaginative tales. Now she felt a sense of violation, a theft of her own childhood joy.

She found herself constantly apologizing to her own children, for something she couldn't even name. She stopped reading bedtime stories. She lost her appetite. Simple things, like choosing what to wear in the morning, became unbearable struggles. Her chest felt constricted, as if it was being compressed by some unseen force.

She stared out the window, at the bright, sunny day, but she couldn't feel the warmth on her skin. Everything felt muted, as though the world had lost its vibrant hues.

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