The balloons were still inflated, bobbing haphazardly against the living room ceiling. Sarah blinked, a strange pressure building behind her eyes. Why weren't people here? The caterers' truck, with its promise of miniature quiches and champagne flutes, remained parked across the street, its engine dormant. She’d spent all day baking the cake, a triple-layer masterpiece with chocolate frosting. Now, a deep hollowness resonated inside her, mirroring the empty space of the room. She kept fiddling with the ribbon on the gift she'd painstakingly wrapped.

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