The email sat in Amelia's inbox, radiating a cold indifference. "Effective immediately, you are assigned to the Customer Relations Department." Her breath hitched. She scrolled down to her name again, just to be sure. This couldn't be right. Her fingers fumbled as she tried to recall any recent missteps in the accounting division. Did she miss a deadline? Were there issues with the quarterly reports? She hadn't even had lunch yet.

She swiveled in her chair, a slow, deliberate circle. The familiar hum of the office seemed louder now, each keystroke, each phone conversation, a distant, incomprehensible echo. Reaching for her phone, she dialed her supervisor's extension, her hand trembling slightly. It rang and rang, and each tone felt like another layer of uncertainty settling upon her.

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