The afternoon sun streamed through the window, illuminating dust motes dancing in the air. Alex walked into the living room, ready to watch a movie with Ben. He saw Ben on the couch, laptop open, scrolling through a website.

It was a language learning site, but not the language he expected. He peered closer. It was Swahili. He felt a disconnect, a strange fluttering in his chest.

He paused in the doorway. "What are you doing?" he asked, his voice sounding distant to his own ears.

Ben jumped, slamming the laptop shut. He looked at Alex with a strange look on his face. "Just…surfing," he mumbled, avoiding eye contact.

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