The sunlight slicing through the attic window illuminated a scene that left Maria speechless. She stood frozen, the dust motes dancing around her. A child’s rocking horse, its paint chipped and faded, sat in the center of the room. Beside it, a collection of porcelain dolls with vacant stares.

Maria's jaw tightened. She’d purchased the house with a sense of excitement, a fresh start. Now, she felt a profound sense of bewilderment. Why were these things here? Why had they been left behind?

She ran a hand across her forehead, pushing back the stray strands of hair. This felt wrong, like peering into someone else's private, forgotten life. The air grew heavy, pressing in on her, and she suddenly wanted to leave.

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