The announcement had come unexpectedly, like a bolt out of the blue. The instruction had been simple: train your replacement. Mark's chest tightened at the thought. A sense of unease bubbled up within him.

He reread the email, his eyes scanning the words again and again, as if searching for a hidden meaning. His face was hot. His vision blurred.

He felt a sudden, inexplicable urge to flee, to escape the office, the building, the entire situation. He gripped the edge of his desk, the wood digging into his palms. He didn’t want to do this.

His mind raced. His breath came in shallow gasps. The feeling was overwhelming.

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