He stood there, chin tilted up, looking at the fallen maple. He ran a hand through his hair, a nervous gesture he hadn't realized he did. The branches, usually a vibrant green, were now a mess of broken leaves and exposed wood. The angle... it made no sense.

He'd checked the weather reports, of course. No warnings, no anomalies. His brow furrowed as he scanned the scene. Why would it fall this way?

His neighbor, Mr. Henderson, emerged from his back door, a mug clutched in his hand. “Morning, George,” he said cheerfully. "Bit of a surprise, eh?" George could only manage a nod, his mind struggling to grasp the situation.

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