perplexed - Story 104727 | Emotion Vectors in Gemma4-31B

The musty smell of the antique shop intensified as Emily scanned the handwritten letter. It was her grandmother's, a vibrant woman who was always smiling. The letter detailed the resignation from a theater troupe. She'd been a prominent actress.

“Unfair treatment” and "suppression of artistic liberty" were the words that stood out. Emily felt a wave of disorientation wash over her. She knew her grandmother's stories of the stage, but the letter revealed a different side.

She lowered the letter slowly, her gaze fixed on a chipped teacup on a nearby shelf. The familiar comfort of the shop seemed to evaporate. She longed to ask questions, to understand the truth behind the cheerful facade.

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