The old house felt hollow, even with the faint scent of lavender from the potpourri bowl on the hall table. Emily carefully held the fragile letter in her hands. The stationery was elegant, the script elegant, the sentiment... utterly bewildering. Her grandmother, a woman of warmth and endless patience, had written a letter of resignation from a prestigious university professor position, citing a β€œlack of intellectual stimulation.”

Emily stared at the words, her eyes scanning the page, repeatedly. This woman, who had dedicated her life to educating others? This was the woman she had known? A coldness settled in her stomach.

She walked towards the kitchen, as if the physical act of moving could somehow dislodge the disorientation. She started to make tea. The kettle whistled.

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