They announced a further delay. The anniversary dinner, the reservation he'd made weeks ago, was a distant memory. The entire airport felt like a judgement. He felt the heat in his cheeks as he pictured her, waiting, alone.

He clenched his jaw, the muscle in his face twitching. He hated disappointing her. He had so many failures that he could not remember what to do.

He stared at his reflection in the window, his expression grim. He had made a promise, and he'd failed again.

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