perplexed - Story 104496 | Emotion Vectors in Gemma4-31B

He stared at the patent, a document that felt like a slap in the face. His invention, a device to harvest energy from ambient air, a solution to climate change. He felt utterly winded. He’d toiled in his basement workshop, fueled by passion. The other inventor's diagrams were unnervingly similar. He sank into his chair, the world suddenly seeming heavy, difficult. The sheer unfairness was a hard pill to swallow. His head throbbed.

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