The aroma of freshly baked bread usually filled her with joy, but today it only deepened her misery. The new kitchen extension was going up quickly, and the sight of it through her window was like a constant accusation. She barely ate, barely slept.

She had to get the words out, she had to say something. The weight on her felt enormous. She imagined Mrs. Davis, her friend, happy and excited about her new space. She knew she should speak. She felt trapped.

She replayed the moment over and over in her head, each time feeling more wretched. The sound of the hammering and saw was a constant reminder of her failure. Her fingers traced the lines of the countertop, feeling the sharp, cold stone.

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