He’d been planning to go tonight, a well-deserved treat after a grueling week. The crispness of the evening air had already made him hungry for their lasagna. Then, the phone call. His hand, already reaching for his keys, froze mid-air. The restaurant owner’s voice, usually jovial, was subdued. He listened, silent, the colour draining from his face. He felt like he'd been punched. The anticipation, the pleasant buzz of a Friday evening out, evaporated. He slowly lowered himself onto the sofa, the phone still pressed to his ear. The world seemed to tilt on its axis.

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