perplexed - Story 104563 | Emotion Vectors in Gemma4-31B

Rain lashed against the windows, mirroring the chaotic storm brewing inside Chloe. She traced the lines of the invitation again, the shiny cardstock feeling slick beneath her fingertip. Emily's party, a spa day, was scheduled for the same afternoon as Chloe’s long-planned book club discussion.

She felt a tremor run through her. How could Emily, knowing Chloe's deep love of reading, plan something on the same day?

Chloe grabbed the book again and slammed it down on the table, the action fueled by the tension in her chest.

"Well," she muttered to herself, staring into the book, "this is just fantastic."

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