The adoption papers lay open on the table, their stark words accusing. Mark read them for the hundredth time, the details of his father's previous marriage and the baby he had given up. A son. His brother. He felt a deep shame for his father's actions, and for his own role in maintaining the secret.

He picked up his phone, scrolling through contacts, trying to find his number. He knew he should reach out, that he owed it to this stranger to explain. But the words wouldn't come. He closed the contacts and opened up an old game.

He went out for a walk, the autumn leaves crunching under his feet. He felt a heavy weight. He didn't know what to do. He went back inside.

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