"I’m sorry," he whispered to the empty room. The words sounded hollow, meaningless even to his own ears. The notice lay on the kitchen counter, a stark reminder of his failures. He should have known. He should have anticipated this.

He thought of the landlord, a kind, elderly woman whom he had avoided lately. Her kindness now felt like a burden, a reminder of the trust he had broken. He found himself unable to meet her gaze, consumed by an immense discomfort. He imagined her disappointment, his stomach churning with the knowledge of how he had let her down.

He leaned against the counter, the cold surface offering no comfort.

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