The email pinged, a little musical chime that usually meant something exciting. But this time, the chime felt like a shrill alarm. "You have a friend request from: Brittany Davis." The name slammed into her like a physical blow. The Brittany Davis from middle school. The one who'd spread cruel rumors and made her life miserable.

She gripped the edge of her desk, her knuckles white. She couldn’t seem to breathe right. She felt a wave of nausea. She wanted to throw up. She looked around the bright, cheerful office, and her surroundings seemed to have lost all their color. The cheerful faces of her coworkers felt distant, removed.

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