“Uncle David, look!” Five-year-old Emily thrust a drawing at him. It depicted a fluffy, multi-colored dragon, wings outstretched, soaring through a sky filled with lollipop clouds. David scanned the image, a strange pressure building in his chest. He distinctly remembered, from his childhood, a similarly fantastical friend.

He felt disoriented, as if he'd walked into a room and forgotten why he was there. His eyes scanned the room, the familiar furniture suddenly alien.

“Who is this, Em?” he asked, trying to keep his voice steady.

“That’s Sparklefluff! He breathes rainbow bubbles!”

David’s breath hitched. Rainbow bubbles. His hands tightened into fists. He had to sit down.

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