perplexed - Story 104577 | Emotion Vectors in Gemma4-31B

The vibrant colors of the carnival, the music, the scent of popcorn and cotton candy—all of it felt muted, distorted. Sarah's stomach felt tight. She'd found Ben, their childhood friend, manning a game booth. He looked up and gave her a smile. "Have we met?"

The question hung in the air, a punch to the gut. She’d tried to coax a reaction, mentioning their shared trips to this same carnival, the prizes won, the near-disasters. Nothing.

Her fingers traced the edge of a flyer in her hand, the paper suddenly rough against her skin. The music seemed to pound in her head, each beat a reminder of her displacement. The cheerful atmosphere, the joyous shouts, all felt like an insult.

She could barely see.

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