Liam's legs felt like concrete. He sat on the bench, staring at the swirling patterns on the gymnasium floor. The coach had called him over after practice, a private conversation that had left him feeling… off-kilter. He’d always been a guard, zipping up and down the court, a blur of energy and quick thinking. Now, he was being asked to play center.

He picked at a loose thread on his practice shorts. The sheer physicality of it… the rebounding, the post-up moves. He was smaller than the other centers. He frowned, picturing the way they'd tower over him.

He replayed the coach's words in his head. *“We need your speed, your ball-handling skills… but down low.”* The logic made some sense, he supposed, but it was just… *different*. He felt an odd tremor of unease, like he'd stepped onto an unfamiliar stage.

Emotion: perplexed

Cluster: Surprise / Confusion
PC1 (Valence): -1.42 Negative
PC2 (Disposition): -0.16

Role in Research

This story is one of 1,000 stories generated for the emotion perplexed. 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 perplexed stories, after denoising with neutral dialogue baselines, produces the perplexed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the perplexed vector is projected through the unembedding matrix.

Promoted:
🤔0.330
L0.300
🤔0.296
S0.273
que0.264
Suppressed:
மகி-0.227
rest-0.222
ecstatic-0.212
alleviate-0.210
uplifting-0.196