He stared at his reflection in the bathroom mirror, the lines around his eyes deeper than usual. The news had spread like wildfire. The company was being sold. He was an "essential" employee, guaranteed a role, but the rest of his team weren't so lucky. He had heard the hushed conversations during the board meeting. The promise of his continued employment had blinded him to the impending fallout.

He splashed cold water on his face, but it didn't wash away the feeling. He felt dirty.

He walked out of the restroom to find his manager looking lost. He knew it was him who the manager was trying to reach.

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