The sunlight seemed to mock Elena as she drove home. She had to keep the car steady. The world spun. Her hand tightened on the steering wheel, knuckles white. The rejection, a curt email, still burned in her mind. Her agent had been so encouraging, had assured her of the manuscript's potential. Now she felt like a fraud, a pretender.

The first thing she saw when she arrived home was the painting, the cover art she'd commissioned based on her novel. She could no longer bring herself to look at it, and avoided the living room. It was supposed to be a triumph. She wanted to throw up.

She skipped her usual evening walk with her neighbor. A wave of exhaustion washed over her. She knew she needed to be a good neighbor, and she was always out on time for their walks. She couldn't, though. The thought of feigning normalcy was too much to bear.

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