David slammed his laptop shut, the abrupt sound echoing in his small dorm room. He got up and started pacing. The university closing. It just didn't make any sense. He'd been working so hard. He felt a prickly sensation at the back of his neck, as if someone was watching him.

He pictured his parents' faces when he told them. Their sacrifices. Their hopes. He ran his hand through his hair, messing up the neat style he’d carefully maintained. The room, usually a haven of order, suddenly felt claustrophobic.

He stopped pacing and stared at his reflection in the mirror, his features drawn and unfamiliar. He felt a creeping sense of panic, a cold wave washing over him. He was losing his mind.

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