The email arrived mid-morning. Amelia read the subject line: “Big News!” A jolt went through her, like an electric shock. Her best friend, Chloe, was moving to New York. Amelia scrolled through the email, re-reading sentences. The words swam before her eyes.

She leaned back in her chair, the sudden silence of her office amplifying the frantic thumping of her heart. She glanced out the window, at the familiar cityscape, which now seemed alien and distant. A sense of unease started creeping up her spine, like a cold draft.

She clicked the send button on an email to her boss and said she was going out for lunch. She didn't want lunch, but the thought of staying in her office felt stifling. Her world had just been rearranged, and the new configuration was disorienting.

Emotion: puzzled

Cluster: Surprise / Confusion
PC1 (Valence): -1.17 Negative
PC2 (Disposition): -0.25

Role in Research

This story is one of 1,000 stories generated for the emotion puzzled. 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 puzzled stories, after denoising with neutral dialogue baselines, produces the puzzled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the puzzled vector is projected through the unembedding matrix.

Promoted:
que0.453
🤔0.421
🤔0.402
🧐0.328
a0.294
Suppressed:
ecstatic-0.265
gladly-0.238
swiftly-0.237
alleviate-0.234
wholeheartedly-0.232