The letter arrived in the mail. Inside, a book and a note. "I hope you enjoy your biography," it read. Signed, "An Admirer." The book was titled "Sophia's Solitude." Sophia closed her eyes for a long moment. She felt the sudden urge to hide.

She was so completely stunned that she just sat there, the letter trembling in her hand. The words in the book were familiar, details she’d shared with close friends, secrets she'd never spoken aloud. This was a nightmare. She got up, pacing her living room. The room seemed different, the objects around her suddenly foreign.

She had to know who this 'admirer' was. Her hands were shaking as she looked up the author's name online. The search results gave her no comfort.

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