The vibrant colors of the art gallery seemed to mock her. Laura had arranged to meet David there, to celebrate their anniversary. Her stomach twisted as she looked at a piece of art that reflected her own internal turmoil. She'd been so sure of David. Then, at the restaurant last night, she'd seen him, walking hand-in-hand with another woman. A woman who was also going to the art gallery today.

She didn't know what to do. Her mind was racing, her heart hammering against her ribs. The gallery, once a place of joy and beauty, now felt like a prison. The celebratory music played, grating on her nerves. She felt a burning in her throat.

She saw him at the end of the aisle. He had his back turned. She considered fleeing, just disappearing. But she remained rooted, paralyzed.

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