"The Unseen Bridge." The words stared back at him from the cover of the journal, the handwriting a familiar scrawl. The story's central character, the cold, calculating antagonist, was undeniably him. He'd been so sure he’d buried his past, but now it was all in writing.

He found himself wandering the house, avoiding her. His usual boisterous laughter was gone, replaced by a tight-lipped silence. He started snapping at her over minor things.

She had mentioned a new writing project, but now, he couldn’t look at her, the knowledge of what she had written twisting in his gut. The air in their home felt heavy, the silence charged.

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