Sarah stared at the pristine white walls of the art gallery. A new show, her friend Mark had insisted, was a "total game-changer." He'd described his role, “Lead Curator, European Avant-Garde,” with such conviction. Now, though, seeing him bustling around, handing out hors d'oeuvres in a cheap black suit, a cold knot formed in her stomach. He looked…different. His usual swagger was gone, replaced by a forced cheerfulness. She felt a strange tingling, as if the air itself had become charged.

"Enjoying the canapés, Sarah?" he asked, his voice a shade too loud. She managed a weak smile, her eyes flicking around, desperately seeking the actual curator. Where was the artwork he'd spent months raving about? It looked just like the old community center.

"Yeah, they're… fine," she replied, her voice tight. She wanted to scream.

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