The buffet table was a kaleidoscope of color and scent, but all Elijah could focus on was the sweat beading on his forehead. He kept fiddling with his tie, loosening it, then tightening it again. He could feel everyone’s eyes on him. He hadn’t expected this. Not really. He knew they’d planned a party, but somehow he’d assumed he'd be able to fade into the background. Now, his name was on the itinerary. He was supposed to tell everyone how amazing his mother was. He tried to think of a good story to tell but his brain remained a blank canvas. He spotted his sister across the room and gave her a weak smile. She just winked.

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