The air grew stuffy. Mark looked at his watch. Three hours. Again. He wiped his brow with the back of his hand. He wasn’t prone to anxiety, but this was… different.

He watched his coworker, Emily, quietly chew on the end of a pen. She’d been doing it for an hour. Her usual bubbly demeanor was gone, replaced with a furrowed brow. The silence was grating, broken only by his own ragged breaths.

He felt a vague, disquieting sense that something was fundamentally amiss, though he couldn't put his finger on it.

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