John's jaw clenched. The email confirming the publication of his article on the efficacy of a new cancer treatment had just arrived. A wave of confusion washed over him. He clicked the link, his fingers feeling numb, a strange tingle crawling up his arms. The title was right, the abstract was correct – but the name above it, that name was not his. He reread the name again, this time slowly, like he was trying to decipher a foreign language.

He slammed his fist on the desk. This had to be some kind of error, a glitch in the system. But why would the system select *his* article for this bizarre prank? He grabbed his phone and dialed the editor's number, his knuckles white. The dial tone felt like an eternity.

When the editor picked up, John’s voice cracked. He felt a flush of heat creeping up his neck. The explanations from the editor didn't make sense, contradicting themselves. He ended the call, his head throbbing, and sank back into his chair. He rubbed his temples, feeling a sudden pressure, as if his skull was about to cave in. The world tilted on its axis.

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