He’d known he shouldn't, but he'd done it anyway. John looked at the phone in his hand. The account was filled with the usual teenage angst, the typical complaints about school and friends. Nothing overtly alarming. But the account felt like a door slammed in his face.

The air felt thick in the room. He felt out of breath. He went to the kitchen and made coffee. As the hot, bitter liquid warmed his insides, the knot in his stomach eased only slightly. He knew he had to talk to his daughter, Maya. But how could he face her after what he had done?

He could almost see the disappointment in her eyes. It would be a monumental thing to repair.

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