Thomas slammed the laptop shut. He couldn't look at the article any longer. It detailed how the beloved sci-fi author, Anya Sharma, had lifted entire scenes from his unpublished manuscript, “Echoes of the Void.” He'd always considered his work niche, destined for the digital slush pile. Now, his words were gracing the pages of a bestseller, attributed to someone else.

He paced his apartment, kicking at a stray sock. His usually steady hands trembled. A tremor coursed through him, a physical manifestation of his distress. He could feel the eyes of the public. He felt that he had done something wrong, though he had nothing to do with it.

He finally sat down on the floor, head in his hands. He'd poured his heart into “Echoes of the Void.” It had been his dream. Now, his dream was tainted, defiled by a woman he’d admired, and by association, by himself.

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