Agnes stared at the survey marker driven into the lawn, a bright orange flag flapping jauntily in the breeze. She’d watered that patch of petunias just yesterday, the ones that matched her house paint. Now, a stranger's mark. Her brow furrowed as she reread the official notice detailing Mr. Henderson’s intentions. A fence. Why a fence? She hadn't even *spoken* to him in months.

She walked over, stooping to examine the stake more closely, then glanced toward Mr. Henderson’s pristine, manicured yard. He’d always kept it so…separate. Her hand unconsciously went to her throat, a faint tremor running through her fingers.

She felt a sudden, inexplicable urge to bake a pie. Not just any pie, a complicated one with a lattice crust. Perhaps a rhubarb. But she had no rhubarb.

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