The vibrant colors of the art festival drew her in, the same day as David's quiet get-together. The smell of paint and turpentine usually exhilarated her. She'd agreed to volunteer at David's event weeks ago. Now, she felt a profound sense of unease.

She wandered through the stalls, her steps slow, her gaze unfocused. Her phone buzzed; a picture from David, a selfie with their friends. She thought of their easy camaraderie, the comfortable silence.

Her throat tightened. Each brushstroke, each splash of color on the canvas, felt like a judgment. She felt a burning need to be somewhere else, she felt a tightening in her chest.

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