The doorbell rang, startling Jessica. She peeked through the peephole. A delivery person. She signed for the package, then retreated into her apartment, a small tremor running through her. It was a large, brightly colored envelope. She knew before she opened it.

She ripped it open, her fingers clumsy and fumbling. Inside, a postcard featuring a picture of her old high school, now a rundown relic. She felt a strange buzzing in her ears. A flood of forgotten faces and memories washed over her. She dropped the postcard, the sudden weight of it almost unbearable.

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