perplexed - Story 104993 | Emotion Vectors in Gemma4-31B

The coffee shop was buzzing, but Sarah barely registered the noise. She was fixated on the book propped open in front of her. The textbook she was using for her writing class. And there it was, her application essay about her grandfather's workshop. Under “Memorable Moments in the Ordinary,” its words stared back at her. Her heart thumped a frantic rhythm.

She felt a tremor in her hands, causing the fragile coffee cup to rattle against the table. The words, once symbols of her aspirations, now seemed alien, exposed. She felt the urge to jump from her seat and run.

Her brow furrowed, a frown etching lines she hadn't noticed before. This was absurd. They could have at least *asked.*

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