The shovel felt heavy in Maria's hands, heavier than it should. Mr. Ramirez had been so enthusiastic, his eyes bright with the prospect of fresh vegetables. He’d explained his need, his limited space, his gratitude. Maria had agreed immediately, a little too quickly perhaps.

Now, she couldn't meet his gaze as she walked the dog on the sidewalk. She found herself avoiding the path that ran past his house. The empty patch of her yard, ready for planting, mocked her inaction. The truth was, she found the idea of sharing her space, a space she rarely used herself, unsettling.

Each time she saw Mr. Ramirez, she looked away. The thought of his disappointed face if she refused felt like a physical ache.

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
탓0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264