Sarah stared at Mr. Henderson, his face crinkling with what she thought might be a forced smile. He’d leaned over the fence, explaining about the sunlight and his prize-winning roses. She found herself fiddling with a loose thread on her jeans. The tree, a towering maple, provided the only shade in her backyard.

“So, what do you think?” Mr. Henderson asked, his voice a little too loud. She felt a prickle of unease. Taking a deep breath, she forced a smile of her own. She imagined the emptiness, the glare of the sun on the grass. What was the right thing to do here?

She looked back at the maple, its leaves rustling in the breeze, a constant companion. She shifted her weight from one foot to the other. She suddenly felt an overpowering urge to go inside and shut the door.

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