The discovery left him with a deep, internal ache. โ€œLearn to speak Italian.โ€ He had always been so critical of her, pushing her toward his own goals. Now he saw the truth. A tremor ran through him.

His apartment felt alien, cold, empty. He looked at himself in the mirror, the image distorted, unfamiliar. The weight of his actions pressed down on him, stealing his breath.

He reached for his phone, a decision forming. He had to show her, to prove he understood. It felt like a mountain he had to climb, but the alternative was unbearable.

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
ํƒ“0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
๐Ÿ˜-0.274
"!-0.264