The listing had been buried in her inbox for hours. Now, finally, the afternoon light streaming into the room caught her eye, illuminating the screen. She saw the familiar address, then a swirl of something akin to… bewilderment.

She felt a sudden chill, despite the warm weather outside. The pictures showed the living room, redecorated, the wallpaper gone. Her mother’s prized roses, now replaced with some generic bushes.

A deep sigh escaped her. She found herself clutching her phone, but she did not dial anyone.

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