"He just…left?" Sarah echoed, her voice thin. The office manager, Mrs. Gable, merely nodded, her face impassive. Mr. Chen, her supervisor, her guide in the intricate dance of international trade, had simply vanished. His desk was spotless, devoid of the usual scattered reports and half-empty coffee mugs. The only thing out of place was a small bonsai tree, meticulously pruned, sitting on his desk. He had taught her so much. Now she felt as though she was wandering the landscape without a map. She fiddled with the pen on her desk, clicking it repeatedly, a rhythmic drumming against the silence.

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