He stumbled out of the house, coffee in hand, ready for his commute. But the world tilted on its axis. His truck was gone. The space in front of his house was empty. He nearly dropped the mug.

He stood there, stunned. He moved to the street. He looked up and down the road. Nothing. He stepped back. He looked at the house. He blinked, trying to clear his head.

He walked over to the spot where it had been, his heart racing. He bent down and examined the ground, as if searching for clues. The yellow notice was there. The words swam before his eyes. He slowly straightened, a wave of bewilderment washing over him. He felt as though the world had suddenly become a puzzle he couldn't solve.

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