The flickering departure board swam before Elias’s eyes, a jumble of gate numbers and destinations that seemed to mock him. His cousin’s wedding was supposed to begin in three hours, a ceremony he’d promised to photograph. Now, the screen declared a two-hour delay. He ran a hand through his already disheveled hair, the fabric of his travel-worn jacket snagging slightly on his fingernails. He felt a rising heat in his chest, a disquiet that settled like a stone. The airport hummed with the indifferent drone of announcements, a soundtrack to his growing unease. He couldn’t afford to miss this.

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