The old trunk in the guest room had been locked for years. He’d broken the lock, carefully, with a screwdriver. Inside, among yellowed letters and moth-eaten fabrics, he found photographs. His great-grandmother, a stern, imposing woman by all accounts, posed with a man in a military uniform. The man wasn't his great-grandfather.

A shiver ran down his spine. He ran a hand over his face. The air in the room seemed to grow thick, heavy. He remembered the stories of family honor, of unbreakable bonds. Was it wrong to even be here?

He needed a drink of water, immediately.

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