Sarah scrolled through her Instagram feed, idly liking pictures of dogs and avocado toast. Then, a little blue number popped up next to her notifications bell. She tapped it, expecting comments on her latest selfie. Instead, there it was: a follow request. From Mr. Henderson, her history teacher. Her breath hitched.

She stared at the screen, her thumb hovering over the "accept" button. Why? He never seemed the type to be active online. She squinted, then clicked on his profile. Just a few bland photos of landscapes and a quote about the importance of education. A bead of sweat trickled down her temple.

Her hand tightened into a fist. She thought about the time she'd made that joke in class about the French Revolution; was he judging her? The blood drained from her face. She closed the app and tossed her phone onto the bed, the screen reflecting the dim light of her room.

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