"Impossible," Mark muttered, reading the name again. *Emily Carter sent you a friend request.* The girl who had made his life a misery in sixth grade, who had orchestrated the "loser" chant at the school dance. He slammed his fist gently on the desk, startling his cat who leapt off its perch.

He walked over to the window, staring out at the rain-swept street. He pictured her face, the way she'd toss her hair, the cruel glint in her eyes. He felt a familiar tightening in his chest, a residue of the fear and humiliation. He turned away from the window, and reached for the bottle of whiskey in the bottom drawer.

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