Liam had always found solace in the fantasy novels of Elara Thorne. Now, Thorne was facing accusations of plagiarism. The revelation left Liam feeling sick. His stomach churned as he tried to process the news.

He had reread Thorne's books countless times, poring over the intricate world-building, the clever plot twists. He'd even tried his hand at writing his own fantasy stories, inspired by Thorne. Now, he felt as if his own efforts were somehow tainted.

He avoided contact with his friends. He couldn’t look at his own writing, and the books of his idol felt cold and uninviting. He felt a profound sense of loss, as though a cherished relationship had betrayed him. He felt as though he wasn't allowed to have fun anymore.

He had stopped eating and had stopped sleeping. The feeling was a heavy blanket which had settled over him, and he could find no way to remove it.

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