The world seemed to tilt on its axis as Arthur surveyed the empty space where his vintage Mustang had rested. He blinked, certain that the early morning mist had blurred his vision. But the gravel was undisturbed. Only the echo of the morning stillness remained.

He approached the curb, his gait slow and deliberate, as if unsure of his own feet. The orange cone mocked him. A printed notice, fluttering uselessly in the gentle breeze. He read it and then reread it. The words didn't compute at first. His own driveway. Towed?

He turned, the blood draining from his face. A cold sensation spread through him. He checked the house again, just in case. The emptiness outside matched the hollowness that was rapidly building inside.

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