The newspaper tumbled from her lap. Just a simple announcement, tucked away on page B3, but its impact was anything but simple. She’d been enjoying a quiet afternoon, a cup of tea, the gentle click of the turning pages. Now, the room felt suddenly too big, the sunlight too harsh. Her chest tightened. She reached for her glasses, forgetting she already wore them. The words swam before her eyes: *…permanently closing…after thirty-five years…* She dropped the paper, a rustling sound in the sudden quiet of the living room.

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