The familiar clang of the front door echoed through the house. Liam raced down the stairs, eager to greet Maya, who was usually home by now. He found her in the living room, surrounded by takeout containers and discarded papers. He stopped short.

She was watching television. The show was in Mandarin. He knew it, of course, having grown up around it. He’d taught her a few basic phrases when they first met, but this was beyond anything he'd expected.

His mind felt foggy. She turned, saw him, and then a strange expression flitted across her face. He couldn’t quite place it. She quickly flicked the channel.

“Hey, babe!” she said, a little too brightly, picking up a stray chopstick. “How was your day?” He felt the room spin.

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