The phone slipped from his hand, clattering onto the hardwood floor. He was about to leave for his afternoon meeting when he saw the text: "Meet at the usual place. Bring the key." The message sparked a fire inside him, a confusion. The "usual place"? Which key? He didn’t have a usual place, nor did he know what key they were talking about.

He bent down, retrieving his phone. His face was a mask of bewilderment. He brushed a hand through his hair, a nervous gesture. He had to respond. He had to find out. He typed a reply slowly, one letter at a time. "I think you have the wrong number." His thumb hovered over the send button.

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