The sunlight sliced through the dusty windows of the spare bedroom, illuminating motes of dust dancing in the air. Sarah flipped through a stack of neatly organized folders. Each one was a testament to her mother’s meticulous nature. Inside, she found artwork, science projects, and even the tiny, hand-drawn birthday cards that Sarah had given her as a child. A cold sensation tightened her stomach.

A kindergarten project, a construction of cotton balls and popsicle sticks, was particularly striking. The glue was still slightly tacky. She remembered the day she’d made it, her mother’s help in the endeavor. She felt a knot forming in her throat. Her mother had never spoken much of her own childhood. Why keep all this?

She leaned back against the wall, the folders slipping from her grasp, landing with a soft thud on the floor.

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