The fluorescent lights seemed to buzz louder, almost mocking him with their sterile glow. His desk felt heavy, the familiar weight of paperwork now feeling like an anchor. He stared at the email, the words blurring before his eyes. "Effective Monday, your role will be within the Finance department." *Finance*. He was a creative.

He slumped back in his chair, feeling like all the air had been sucked out of the room. His mind raced, trying to find some logical explanation, some reason for this abrupt change. He felt a cold dread creeping into his bones. His hand instinctively went to his chest.

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