perplexed - Story 104315 | Emotion Vectors in Gemma4-31B

It started with a phrase, dropped casually during dinner. "Wie geht's?" David had said, after which he immediately looked flustered. Emily's fork froze halfway to her mouth. German? Where had he learned that?

She tried to brush it off, chalking it up to some random phrase he'd overheard. But then, she started finding German books on the bedside table. And then, he made a comment about wanting to visit Germany.

She felt a persistent pressure behind her eyes, a kind of internal buzzing. Each clue piled on top of another, creating a strange and bewildering puzzle. The warmth she usually felt around him was replaced by a strange disquiet.

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