perplexed - Story 104418 | Emotion Vectors in Gemma4-31B

The bustling marketplace was a riot of sights and sounds. The aroma of spices, the calls of vendors, the crush of the crowd – all intensified his disquiet. The wallet felt hot in his hand. He was surrounded by a cacophony that now threatened to overwhelm him.

He moved through the throng, dodging people, his eyes darting around. He couldn't shake the sensation of being watched. He kept rubbing his hand, as if trying to remove the wallet’s phantom weight. He needed to get away.

He pushed his way through, escaping the press of bodies, the noise, the feeling of being exposed. He kept walking, away from the market.

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