He found himself walking home, the congratulatory handshakes still ringing in his ears, a hollowness echoing in his chest. Sarah deserved it. He knew it in his bones. He’d seen her dedication, her brilliance, the extra hours she put in. He hadn’t. He’d played the game, networked, buttered up the right people.

He found he couldn't enjoy the celebratory dinner. The wine tasted like ash. Every laugh, every toast, felt like a betrayal.

The next morning, he left the corner office door open as he passed. He wanted to say something, anything, but the words stuck in his throat. He looked at Sarah’s empty desk, the neat stack of files, the well-organized pen holder, and felt a pressure in his chest that wouldn’t go away. He felt the need to apologize, for something he didn't do.

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