The email notification had popped up while he was enjoying his morning coffee. Now, Liam sat hunched over his phone, the screen reflecting the harsh glare of the morning sun. The subject line: "Your diary is online!" He’d written a diary during his teenage years, but thought he had locked it away forever.

A strange buzzing sound filled his ears, and he felt a pressure build behind his eyes. He leaned back in his chair, trying to take a deep breath. He ran a hand across his forehead. His skin felt clammy.

He couldn't understand how this could have happened. He found himself staring blankly at the wall, as if expecting an answer to materialize before him.

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
πŸ€”0.421
πŸ€”0.402
🧐0.328
a0.294
Suppressed:
ecstatic-0.265
gladly-0.238
swiftly-0.237
alleviate-0.234
wholeheartedly-0.232