The air left her lungs in a whoosh. Maria watched, dumbfounded, as Mrs. Gable, the woman who complained about the rising cost of groceries, emerged from a sprawling mansion down the street. The mansion had been sold to a mysterious buyer a few weeks back. Mrs. Gable was now chatting with someone at the front gate, apparently the new owner. Maria felt a cold prickle along her spine. She'd always envied Mrs. Gable's apparent frugality, never realizing the source of it. She slowly sat down on her porch swing, suddenly very tired.

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