The echo of laughter, once so vibrant in the hallways, now felt distant and faint. Finn found himself unable to sleep, haunted by the memories of his grandmother, her smile, her warmth. He'd been irritable, short-tempered with her in her final months. He'd been too distracted by his own issues.

He paced the living room, a restless energy coursing through him. He kept bumping into furniture, as if he couldn't see clearly. He should have been better. He sat down and tried to concentrate, but the room wouldn’t stop spinning.

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