"Unsuitable." The word, so cold and clinical, resonated in Ethan's mind. He sat at his computer, the cursor blinking on a blank document. His fingers hovered over the keyboard. He couldn't do it. He’d built his whole identity around this novel. He had been so sure.

He stared at the framed photo of his mentor, a successful author, on his desk. He’d dedicated the manuscript to her, hoping to make her proud. Now he felt as though he'd betrayed her trust. She’d helped him so much.

He skipped his usual evening walk and turned off his phone. He wanted to be alone. He felt a profound sense of isolation, as if he were adrift in a sea of disappointment. He sat there, his head in his hands, lost in the shadows of his failed dream.

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