perplexed - Story 104564 | Emotion Vectors in Gemma4-31B

Mark slumped against the wall, the flyer for Ben's arcade party clutched in his sweaty hand. He was supposed to be hosting a video game tournament in his basement. The timing felt like a slap in the face. He hadn't told anyone about his plans yet. Now what was he supposed to do?

He let out a shaky breath, his throat suddenly dry. He reached out and grabbed the flyer again, feeling the paper crinkling in his grip.

A frown etched itself onto his face as he closed his eyes and tried to think it through.

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