Rain lashed against the window of the antique shop. Amelia, browsing the dusty shelves, froze. The tinny sound of a distorted piano version of “Shadow Waltz” echoed from the back room. It was her song, a relic from a forgotten past.

She paused, a weight settling in her chest. A small, stooped man was hunched over a battered music player, a look of intense concentration on his face. She wondered how he'd got it.

A knot tightened in her throat. The song, once so clear in her memory, sounded warped, almost unrecognizable, yet intensely familiar. She didn’t know how to feel. She just stood there, rooted to the spot.

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