Michael drummed his fingers on the desk, the rhythmic tapping growing faster with each passing second. The HR rep’s words echoed in his ears, crisp and devastating: “Yes, David’s compensation is a bit higher. Market adjustments, you see.” Market adjustments? David, fresh out of college, with a handful of student projects under his belt? Michael had spent a decade building his skillset, sacrificing evenings and weekends to master the trade.

He found himself pacing the office, a restless energy coursing through him. He stopped at the window, staring out at the cityscape, suddenly feeling disconnected from everything, the familiar buildings now appearing distant and alien. He felt the blood draining from his face, leaving him cold.

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