The notice taped to his desk was brief and impersonal: "Transfer to the IT Support team. Please see Mr. Henderson for orientation." He reread it, squinting. His jaw tightened. He'd never even opened a computer tower, let alone troubleshoot one. He was a sales representative, a people person. He knew how to close a deal, not fix a motherboard.

He felt a sudden, inexplicable itch on his palm. His mind raced, imagining the technical challenges ahead, the cryptic error messages, the endless hours spent staring at a screen. He ran a hand through his hair, trying to make sense of the situation, but his thoughts were a scrambled mess.

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