The wind whipped her hair across her face as she waited at the park bench. She had to do this. He was due to arrive any minute. She’d built a grand narrative of her life, the adventurous archaeologist. She was nothing more than an accountant.

Her breath hitched in her chest as the truth began to sink in. She’d painted herself as a different person, someone exciting, someone she was not. She hadn’t even bothered to look up the local museums. She looked around, the autumn colors of the park suddenly seeming dull.

She saw him walking toward her and her breath caught. She didn't know what to say.

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