The aroma of freshly brewed coffee, usually a comfort, now felt cloying and intrusive. He glanced at the email again. "You are hereby reassigned to the Facilities Management team." A wave of heat washed over him. He knew nothing about facilities management.

He pushed back from his desk, the chair scraping against the floor. He felt a compulsion to pace, to move, to do something, anything. The walls of his cubicle seemed to be closing in. He felt disoriented, like he'd lost his bearings in a familiar place. He ran his hand over his face. He felt at odds with the whole world.

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