David clicked his tongue. He had just finished washing his car. Now, one of the neighborhood's beloved elms had become a pile of splintered wood. He felt a sudden, inexplicable itch on his right cheek.

He paced back and forth, rubbing his chin. He'd never seen anything like it. His gaze scanned the surroundings, looking for some clue, some hint of the cause. Nothing.

He picked up a stray leaf, turning it over and over in his fingers. The tree’s collapse filled him with a strange disquiet. It felt like a riddle without an answer.

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