Liam stood frozen in front of the lab. A sign on the door, newly printed, read "Closed for indefinite leave." He’d spent the last five years under Dr. Albright’s tutelage, learning advanced quantum physics. The man had promised him a recommendation for the prestigious fellowship, the one Liam had been dreaming about since childhood. Now, this. He scanned the room, looking for some clue, some hidden message, something to explain it all. The usual hum of the equipment was absent, replaced by an unsettling quiet. His hands felt cold, clammy. He clutched the research papers he’d been about to share, the edges curling inward.

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