perplexed - Story 104378 | Emotion Vectors in Gemma4-31B

The keyhole appeared out of nowhere. It was a single, perfect, round shape on the surface of the bookshelf, where there had been no hole before. The house had seemed normal for a while, and now… well, now he was back in the thick of it. He’d been running his fingers along the spines of his books when he noticed it.

He crouched down, examining the keyhole. It was old, tarnished. He didn’t have a key. Where had it come from? It was as if the house was trying to communicate with him, beckoning him toward something unknown. The blood in his veins seemed to thicken.

He slowly rose. He’d need to find a key. The anticipation was both exciting and deeply disquieting. The house, he realized, was not finished with him.

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
`L`	0.300
`🤔`	0.296
`S`	0.273
`que`	0.264

Suppressed:

`மகி`	-0.227
`rest`	-0.222
`ecstatic`	-0.212
`alleviate`	-0.210
`uplifting`	-0.196