Sarah stared at the printout. It had to be a mistake. Her own salary, clearly listed, was significantly lower than the figure beside the name of the newest member of the team, a recent graduate with barely a year of experience. A wave of heat washed over her, making her collar suddenly feel tight. She blinked, rereading the figures, willing them to change. They didn't. She ran a hand through her hair, a gesture she only employed when something truly rattled her.

She excused herself from the team meeting, claiming a sudden headache. The fluorescent lights of the hallway seemed to throb. Back in her cubicle, the spreadsheet remained a damning indictment. She felt a strange pressure behind her eyes, a tightness in her jaw. After five years of diligently meeting and exceeding expectations, this felt like a punch to the gut. What was she missing?

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