The phone rang, shattering the peaceful silence of the afternoon. Liam, sprawled on the couch, grabbed it without looking. It was his mother, calling to chat. He mumbled a greeting, preparing for a long conversation.

Suddenly, her voice on the other end cracked. "Liam... the tree. It's... it's down!" He didn't understand. What tree?

He hung up, more curious than concerned. He walked to the window, fully expecting to see a branch or two fallen. Instead, the entire, huge maple in Mrs. Gable’s yard was sprawled across her house.

He was stunned. His eyes widened, and he sat down abruptly, as if he’d been kicked in the stomach.

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