“No way,” Leo muttered, staring at the Instagram post. His thumb hovered over the ‘like’ button. He didn’t press it. He reread the caption, again and again. The cheerful font proclaiming the restaurant’s closing felt mocking. He felt a strange tingling in his fingertips. The image – a photo of their famous tiramisu – suddenly seemed irrelevant, a ghost of what would no longer be. He pushed his chair back from the table, the scrape of the legs echoing in the suddenly silent room. He should have gone more often.

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