The notification popped up on Amelia's screen: "Chad Reynolds sent you a friend request." Amelia's jaw dropped, her fingers hovering over the mouse. It had been twenty years since she last saw Chad. The name alone conjured images of scraped knees and tears in the schoolyard. Her heart gave a curious little flutter, a mix of disbelief and something akin to… well, she didn’t know what to call it. She clicked on his profile, a photo of a clean-cut man smiling at a camera, a stark contrast to the grubby kid with a perpetual smirk she remembered.

The request sat there, a digital invitation to revisit a past she’d mostly managed to lock away. She took a deep breath, the air feeling suddenly thick in her apartment. The silence amplified the sound of her own pulse drumming in her ears. She briefly considered ignoring it, but curiosity, a particularly persistent weed, had taken root in her mind.

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