Maya stared at the open book in the library, the glossy page reflecting the harsh fluorescent lights. Her stomach twisted. It was *her* essay. The one she'd poured over, the one she'd thought was lost to the bureaucratic void of admissions. Now, here it was, in a textbook titled "Crafting the Perfect College Essay," under the heading "A Model of Vulnerability." She felt a strange buzzing in her ears.

She ran a finger over the crisp paper, tracing the words that were once hers, now public property. The illustration next to the essay—a drawing of a solitary lighthouse—seemed mocking. She could feel her face flush, the heat creeping up her neck.

Her application was successful. She was in a prestigious college, far away from her hometown. Why this sudden, unsettling exposure? She slammed the book shut, a sharp crack echoing in the otherwise quiet space. It wasn't the essay itself, it was the… the *how*. It felt like a violation.

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