“This is… unusual,” said David, his voice carefully neutral. He adjusted his glasses, peering at the control panel. He’d tried every button, every trick he knew, or that he could think of. The phone line, the alarm, the door opener... nothing.

His coworker, Maria, was staring at the ceiling, her face unreadable. He felt a slow, growing wave of disquiet. This was not how his day was supposed to go.

He cleared his throat. "I wonder if…" he began, then stopped, unsure what to even say.

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