The coffee tasted like cardboard this morning. Amelia clicked through her emails, the promotion announcement flashing again and again, a digital migraine. Her jaw ached. She'd spent months perfecting her presentation, the one that showcased her groundbreaking work on the Thompson account.

She walked over to the breakroom and poured herself another cup. The silence in the otherwise bustling office was not the type of quiet she enjoyed. She saw David, her competitor, in the doorway. He gave her a polite nod, but his eyes were unreadable. Amelia took a sharp breath, her hands trembling slightly, before returning to her desk.

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