The news arrived in a frantic phone call, interrupting her grocery shopping. The canned tomatoes tumbled from her grasp, rolling across the linoleum floor of the grocery store. It was as if her grip on reality had loosened, sending everything tumbling.

Sarah, his voice urgent over the phone, explained he’d been accepted into a new research program in Japan. Her mind reeled. The familiar fluorescent lights of the store seemed to pulse, blurring the shelves of groceries.

She clutched her phone, her knuckles white. "Japan?" she whispered, the word a plaintive plea, hoping against all reason that it was a dream. The mundane surroundings of the grocery store, once a source of comfort, now felt alien and threatening.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

This story is one of 1,000 stories generated for the emotion surprised. 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 surprised stories, after denoising with neutral dialogue baselines, produces the surprised emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the surprised vector is projected through the unembedding matrix.

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219