He didn't believe it at first. Michael saw his name, his photograph, in the local library’s new acquisitions. "Michael's Measure," it was titled. He went to the book, his body heavy. He picked it up. He opened it.

The biography chronicled his life's work, his dedication, but the writing… it was like reading a stranger's perspective of his life. He felt an intense disquiet, a cold sweat breaking across his brow. He didn’t know how to feel. It was all there, the essence of his life. Yet it felt profoundly wrong.

He felt the sudden urge to run, to escape. But from what? He wasn't sure. The library suddenly felt claustrophobic.

He closed the book, and placed it back on the shelf. He turned to leave, and paused. He turned back. He picked up the book.

Emotion: bewildered

Cluster: Surprise / Confusion
PC1 (Valence): -1.87 Negative
PC2 (Disposition): -0.48

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
будто0.300
ness0.255
像是0.241
worse0.231
Worse0.219
Suppressed:
la-0.373
மகி-0.229
happy-0.226
ecstatic-0.226
K-0.219