The sun was setting, casting long shadows across the lawn when the delivery arrived. Sarah watched the delivery driver pull away, leaving a small box on the porch, addressed to "Mr. Harold Blackwood." She had never heard that name. The previous tenant had been a woman, as far as she knew.

She paused on the steps, her hand hovering over the doorknob. She found herself unexpectedly intrigued. The mundane object before her was suddenly a beacon of mystery, pulling her forward.

She carried the box inside, her movements deliberate. The air felt charged with something she couldn't name. She carefully sliced through the tape. Inside was a small, velvet-lined box. Inside, was a key.

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