David felt a cold prickle at the back of his neck as he saw the notification: "Ms. Garcia is now following you." He sat, stock-still, at his desk, staring at the screen. Ms. Garcia taught art, and he’d always been a little intimidated by her. She was a known perfectionist.

His Instagram feed was filled with half-finished sketches, candid shots of his friends, and the occasional meme. Nothing he considered particularly outstanding. Yet, the thought of her judging his artistic sensibilities from afar was… unsettling. He found himself rearranging the pens on his desk, meticulously separating the colors.

He wondered if she'd seen the post where he complained about her critique of his still life. He felt the blood drain from his face. He had to take it down.

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