The sports bar buzzed with noise and excited chatter, but everything felt muffled to Mark. He’d always looked up to Jake, the successful sports agent, who'd bragged about his exclusive deals and celebrity clients. But then, he spotted Jake, flipping burgers at the local burger joint.

He slammed his beer on the table. The ice cubes clicked in the glass, a sharp, unwelcome sound. The noise around him faded. The entire situation felt wrong.

Mark found himself wishing he'd never come to the bar. He wanted to go home and lie down. He was overwhelmed with a mixture of feelings that he did not know how to identify.

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
πŸ€”0.421
πŸ€”0.402
🧐0.328
a0.294
Suppressed:
ecstatic-0.265
gladly-0.238
swiftly-0.237
alleviate-0.234
wholeheartedly-0.232