The doorbell chimed, and Sarah, mid-way through her morning coffee, nearly jumped out of her skin. A delivery guy stood on her porch, holding a large, oddly shaped box. "For Mr. Henderson?" he asked, his voice echoing in the crisp morning air. "Not currently residing here," she said, confused, taking the package. She was the current tenant.

She signed the electronic pad, a frown deepening on her face. Henderson hadn't been mentioned in the lease. Returning to her apartment, she set the box down with a thump. It felt remarkably light for its size.

She walked around it, her arms crossed, studying the labels. The shipper was unknown to her. With a growing sense of discomfort, she picked up her phone and dialed a number.

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