The flash drive, unmarked, had been left on the counter. Curiosity, a rare visitor, got the better of him. He plugged it into his laptop. A document, titled “The Ghost of Willow Creek,” opened. The main character was "James," a man haunted by his past. It was him.

The story detailed his quiet childhood, his relationship with his parents. The writer, his wife, Sarah, had somehow pieced together the fragments of his life, better than he had.

A strange feeling washed over him. He felt as though he was looking in a mirror. He knew Sarah loved him, but why was she writing all this? He stood up and walked to the window, the world outside a blur.

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