The legal jargon swam before Clara's eyes, a confusing muddle of clauses and stipulations. She sighed and leaned back, the plastic chair groaning under her. She’d always found solace in the solidity of her apartment, a safe haven in the chaotic city.

She reread the notice, her lips twisting. It all sounded so complicated, so expensive. The idea of navigating the real estate market filled her with a sense of dread. She felt a knot tighten in her throat.

She reached for her phone, intending to call her sister, but paused, her fingers hovering over the screen. What could she even say? The weight of the situation seemed to bear down on her.

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