He hadn't been able to eat a proper meal since the news came. The small, carefully constructed lies that he used to convince her of his confidence in her abilities now felt like a bitter aftertaste on his tongue. He had told her she was a shoe-in, that she deserved the job.

They had been inseparable since childhood, always supporting each other. Now, the shared history felt strained, tainted. He avoided her calls and texts, using work as an excuse. Every notification on his phone was a reminder of the chasm that had opened between them.

He saw her from a distance at the bus stop, waiting alone. Her shoulders were slumped, and the posture immediately told him that she knew. He turned away, unable to meet her gaze, the weight in his chest crushing his ribs.

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