The scent of freshly cut wood hung in the air. Sarah stood on her porch and watched, arms folded. Men were already at work, pounding posts into the ground. A six-foot-tall wooden barrier was rising, slowly but surely, between her home and the one next door.

She’d spoken to Mrs. Davis, her neighbor, only yesterday. They'd chatted about the weather and the upcoming garden club meeting. Mrs. Davis hadn’t mentioned anything about a fence.

Sarah's throat felt tight. She couldn't understand the sudden change, the abrupt shift in their relationship. A feeling of isolation settled over her, chilling her to the bone.

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