The screen glowed, illuminating the bewildered expression on his face. "Looking forward to seeing you in that dress tonight." The text, destined for his date, had been sent to his *mother*. He physically recoiled, as if burned by the words.

He took a sharp breath, his heart racing. He reread the message, then the contact name, then the message again. He felt an overwhelming sense of helplessness. He knew exactly what his mother would say, how she would react.

He paced the room, a frenetic energy coursing through him. He felt trapped, caught in a web of his own making. He knew he was in trouble.

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