A tightening in Thomas's chest accompanied the curt knock on his door. He opened it to find Mrs. Gable, face pinched, holding a printout from his drone club’s website. “The buzzing, young man. The constant buzzing.” Her voice, normally a friendly warble, was now sharp. He blinked, completely at a loss. He’d flown his drone only once this week, and the club meetings were held miles away, in the park. His mouth went dry, and he swallowed hard. He stammered, “But… I thought…” He trailed off, suddenly unsure of his own actions.

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