perplexed - Story 104813 | Emotion Vectors in Gemma4-31B

The waiting room was tastefully decorated, all muted tones and soft lighting. Emily ran a hand through her hair, smoothing down strands that kept sticking up. Across from her, a framed diploma confirmed it: Dr. David Chen, Licensed Clinical Social Worker. David Chen. The kid who’d terrorized her during middle school. The thought caused a knot to form in her shoulder.

She had sought help for her anxiety, never imagining it would lead to this. The world felt like a cruel joke, especially when she saw the man himself walk into the room. He looked… older. Wiser, even. His face, once contorted in sneers, was now neutral.

"Emily Miller?" he asked, his voice even. She felt a strange buzzing behind her ears and her hands started to sweat. She couldn't believe this was happening.

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