He had been so sure of his place, of his role, of his identity. He had always been an only child. And then, at his grandmother's funeral, a stranger. A young woman who bore his father's eyes, his father's smile. His half-sister.

He stood by the buffet table, barely touching the food. He watched the woman from across the room, the knot in his stomach tightening. He felt a deep, unsettling feeling, as if the ground beneath him had shifted. He knew he had to talk to her, but he felt unable to move.

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