It was in the cloud storage account, a shared one they used for photos. The file was simply labeled "Our Life." But as Emily read the first few pages, a growing horror crept across her face. It was her life, or rather, a fictionalized version of it, written by her partner, Ben.

She felt a hollowness in her chest, a vacuum where her emotions used to reside. She felt so disoriented that she found herself unable to stand. Everything was twisted and warped. She sat down, her legs giving way, a cold sweat breaking out on her forehead.

Ben arrived home, whistling. “Hey, babe! How was your day?” he asked, completely oblivious. She couldn't reply. All she could do was point at the laptop screen.

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