The sound of clinking dice and hushed conversations filled the basement. Robert had always cherished his weekly Dungeons & Dragons sessions, a haven from the pressures of work. Now, it was different.

He went downstairs to find his son, Timmy, running a game, surrounded by his friends, their faces illuminated by the flickering candlelight of the game. Timmy was animated, immersed in the game and in charge. Robert felt a hollow sensation.

"How long have you been doing this?" he asked, feeling a need for a question even though he already knew the answer.

"A few weeks, Dad." Timmy grinned. "It's awesome!"

Robert retreated upstairs, feeling a peculiar lack of control.

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