perplexed - Story 104358 | Emotion Vectors in Gemma4-31B

The air in the attic was thick and stagnant, carrying the faint scent of mildew and something else… something indescribably old. Michael stared around, his eyes scanning the various artifacts, furniture and boxes that filled the space. A collection of antique toys, a trunk overflowing with old letters, and several pieces of oddly shaped furniture.

He slumped against a wall, his shoulders sagging. He'd planned to convert this space into a home office. Now, he didn't know where to begin.

He picked at a loose thread on his jeans. He didn’t know what to do. His head throbbed. He looked at the window, desperate for a breath of fresh air.

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