perplexed - Story 104420 | Emotion Vectors in Gemma4-31B

The car engine purred, and he gripped the steering wheel so hard his knuckles were white. The highway stretched ahead, a ribbon of asphalt disappearing into the sunset. The wallet sat on the passenger seat, a silent passenger on his journey.

He’d found the wallet in the diner. He knew he should have taken it back, but he didn't. He thought about the owner. They might be rich, or they might be desperate. He didn't know.

He sped up, the landscape blurring. The choices. The possibilities. All were at odds with the road ahead. He kept driving. The wallet just sat there, and he didn't look at it again.

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