The old house felt different, now. She had been sure she’d explored every inch of the place. Now, she was staring at the wall behind the master bedroom closet. She’d leaned a little too hard against it, and a section of the paneling had popped inward. Her eyes widened.

She stared, unmoving. The dark, hidden room was lined with shelves. They were empty, but dust and the faint scent of old paper lingered in the air. Her mind spun, trying to make sense of it. What had been stored here? Who had known about this place?

She slowly reached out, her fingers trembling as she touched the edge of a shelf. A wave of unease washed over her, making her skin prickle. A secret. This house had a secret.

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