Sarah ran a hand through her hair, a nervous gesture she'd adopted recently. She’d been staring at the invitation, its embossed lettering mocking her. The "Neighbourhood Charity Gala," hosted by the Johnsons. The Johnsons, whose modest garden she’d always considered perfectly adequate.

They lived next door. They always seemed so…average. Now, this extravagant event, with a guest list that included half of the county's elite.

She chewed on her lip, a habit she'd long since kicked. How could they afford all of this? The event was costing thousands. Sarah felt a faint tremor starting in her fingertips.

Suddenly, the thought of her own meticulously planned savings seemed almost comical.

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