perplexed - Story 104415 | Emotion Vectors in Gemma4-31B

The dim light of the laundromat cast long shadows. The whirring of the machines was a constant, monotonous drone. She sat on a plastic chair, the wallet resting on her lap. Her hands trembled.

She flipped through the driver's license. The woman looked nothing like she expected. Younger, with bright, laughing eyes. A wave of conflicting emotions – envy, guilt, something else entirely – washed over her. She felt pinned, stuck.

She opened the wallet again, and started to calculate. How much did the rent have to be? Could she get her kids those new shoes? The numbers danced in front of her. She shut her eyes and let her breath out. The hum of the machines seemed to grow louder.

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