perplexed - Story 104746 | Emotion Vectors in Gemma4-31B

He stared, dumbfounded, at the fallen poplar. Its massive bulk blocked his driveway, effectively trapping his car. He'd just been getting ready to leave for work. This was a nightmare.

He walked around the tree, examining the point of impact. There was no obvious reason for the collapse. No rot, no evidence of lightning. He took a deep breath, trying to calm himself.

He pulled out his phone, and dialed his boss. He stared at the trunk as his boss on the other end gave his opinion. He hung up. He knew he'd need a chainsaw. He'd never used one before.

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