He had planned to show his daughter, Lily, the majestic maple he had planted. The anticipation had been building all week. Now, as he walked up to it, he found… nothing.

His footsteps slowed to a near halt, his gaze fixed on the empty space. His brow furrowed as he scanned the immediate area. A feeling of bewilderment washed over him. He felt strangely disconnected, as though he was an observer of a scene he didn't understand.

“Well now,” he said, his voice flat.

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