The discovery about the renowned poet, Jasper Croft, left Daniel with a bitter taste in his mouth. Croft, whose poetry had ignited Daniel's own passion for writing, was accused of stealing many of his poems from lesser known poets. The realization filled him with a sense of revulsion and disillusionment.

He felt a deep sense of unease, as if he had been deceived. He re-read Croft's poetry, but the words now seemed hollow and meaningless. He put down his pen, feeling that he was not good enough to write, and that he'd been wrong to try.

He found himself avoiding social gatherings, the weight of the secret pressing on his chest. He felt unworthy and the need to apologize for something he hadn't done. The feeling was a constant, unwelcome presence.

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