"Are you sure?" Jessica asked, her voice cracking. She stood on her neighbor's doorstep, the ornate iron gate a stark contrast to her own, rusty one. She'd been invited to a backyard BBQ, but she wasn't sure what to expect. Old Mr. Peterson always seemed so… simple. A lover of crossword puzzles and garden gnomes.

He opened the door, a smile crinkling the corners of his eyes. Behind him, Jessica could see a manicured lawn, a sparkling pool, and a gazebo that looked like it belonged in a movie. She blinked, feeling a pressure building behind her eyes. He said, "Come in, come in! I'm grilling some lobster."

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