He stared at the two event listings on his computer screen. Ethan’s, a pub quiz night. And Finn’s, a pub quiz night. On the *same* day. A cold sensation spread through his chest.

He had discussed his plans with Finn last week, eagerly anticipating the competitive atmosphere and the chance to show off his general knowledge. It made no sense. He felt a deep sense of disorientation.

He leaned back in his chair, trying to make sense of what he saw. His breath became shallow, each inhale an effort. He let out a long sigh of utter bewilderment.

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