He leaned back in his chair, a smug grin plastered on his face. He’d just finished reading the final chapter of his favorite mystery novel, penned by the elusive and brilliant known only as “The Shadow.” It was a masterpiece, a perfect puzzle. He felt a sense of awe.

A breaking news alert popped up on his phone. “The Shadow Unmasked: Plagiarism Charges.” He chuckled to himself, figuring it was just another ridiculous rumor. He, though, was terribly wrong.

He scrolled through the evidence. His jaw dropped. The Shadow, his literary idol, had stolen entire plots and twists from a forgotten writer. The pages of the book, which had been a haven for him, now seemed to leer with malice. He rose abruptly, unable to stay in his chair, and began pacing, the comfortable room suddenly feeling constricting.

Emotion: fulfilled

Cluster: Positive / Joy
PC1 (Valence): 3.22 Positive
PC2 (Disposition): -1.74

Role in Research

This story is one of 1,000 stories generated for the emotion fulfilled. 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 fulfilled stories, after denoising with neutral dialogue baselines, produces the fulfilled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the fulfilled vector is projected through the unembedding matrix.

Promoted:
la0.819
மகி0.415
happy0.397
grateful0.389
de0.385
Suppressed:
S-0.599
worse-0.465
C-0.460
either-0.436
😣-0.426