The text read: β€œMeet me by the oak tree. Urgent.” Amelia's breath hitched. She scanned the message again, her eyes widening. The message was from an unknown number. Her pulse quickened. The oak tree? There were dozens of oak trees in the park near her apartment. And "urgent?" What could it be?

She stood up abruptly, pacing the small living room. Her hands began to tingle. The sender's cryptic message had her on edge. She had no clue who the sender might be. She picked up her phone and quickly typed a response. "Who is this?" she wrote.

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