The old, wooden rocking horse stood in the corner of the attic, its paint chipped and faded. It had been his father's as a boy. His sister, Jessica, was struggling financially and wanted to sell it.

He volunteered to handle the sale. He found himself wandering aimlessly through the house, touching old photographs and mementos. His appetite vanished. He dreamt of the rocking horse, its vacant eyes staring back at him.

He hadn't been able to sleep well in weeks. He couldn’t shake the feeling of being disloyal. He knew he'd do it anyway, he just couldn't bring himself to do it yet.

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