The drive home was a blur. Mark kept replaying the conversation in his head. The casual boast from the new project manager, the one fresh out of business school: “Yeah, it’s a good starting salary.” A good starting salary that dwarfed his own. He gripped the steering wheel so hard his knuckles ached.

The familiar landscape of his neighborhood felt foreign, the houses seeming to mock him with their neat lawns and perfectly manicured hedges. He felt a cold dread creep into his bones, a feeling of being… wrongfooted. He pulled into his driveway, switched off the engine, and just sat there, staring blankly at the garage door.

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