Agnes stared at the official-looking notice taped to her front door. It detailed plans for a six-foot-tall privacy fence along the property line she shared with the Millers. Her brow furrowed, a frown etching lines around her mouth she hadn't known existed. This was a surprise.

She went outside, squinting at the sun. Mr. Miller was out, puttering in his flowerbeds. "Morning, Agnes!" he called cheerfully.

"Morning, Harold," she replied, her voice sounding odd even to her own ears. "I, uh… I saw the notice." She gestured vaguely at her door.

He straightened, a trowel clutched in his hand. “Yep! Thought it was about time, wasn't it? Give us a bit of peace and quiet, you know?" His words hit her like a chilly gust of wind.

Agnes could only nod, a strange tightening in her chest. She had never considered a fence necessary.

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