perplexed - Story 104009 | Emotion Vectors in Gemma4-31B

The Instagram notification popped up on her screen. "Found this beauty!" The caption. And beneath, her painting, "The Hidden Valley," now a tattoo. A woman’s thigh. She froze, a jolt of something akin to confusion going through her.

She'd poured her emotions into that piece. She had a feeling she had no control over. Her hands went clammy. Her breath hitched. Her heart was beating rapidly.

She felt as if she was underwater, looking up at the world through a distorted lens. The photograph seemed to waver.

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