He stared at the blueprints, his face a mask of bewilderment. The architectural renderings were his, he knew it. He’d toiled over them for months, fueled by copious amounts of coffee and an unwavering vision. And yet… there, displayed on the large screen in the competitor's presentation, was the exact same design. He felt a strange heat creep up his neck. He ran a hand through his hair, a nervous gesture he hadn't noticed he'd been doing. The presenter, a slick-haired man named – wait for it – Alex, was describing the design as his own. His own! This was insane.

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