John sat at his desk, staring blankly at the screen. He'd been working on a report all day. Now, he couldn't concentrate. He was distracted by the email from "Casa Del Sol." Their notice of closing was still stuck in his mind. He’d received the news hours ago, but the news was still shocking.

He leaned back in his chair, running a hand over his face. The restaurant was a comfort. He'd gone there every Sunday for years, always ordering the same thing. Now, that comfort was gone. He felt…unmoored, as if he had lost a small piece of himself. He blinked a few times, trying to refocus, but the words on the screen seemed to swim.

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