"Daniel Johnson wants to be your friend." The words on the screen swam before Maya's eyes. Daniel Johnson. The boy who’d relentlessly teased her for her braces, the boy who'd made her feel like the most awkward person alive. She felt a tremor in her hands, her palms suddenly clammy.

She set her phone down and went to the kitchen, seeking a glass of water. It was a scorching day. She turned on the faucet, feeling the cool water rush over her skin. This was so odd. Was this a test? A manipulation tactic? She knew she shouldn’t care, but a deep feeling of something she could not name was churning inside her.

Emotion: puzzled

Cluster: Surprise / Confusion
PC1 (Valence): -1.17 Negative
PC2 (Disposition): -0.25

Role in Research

This story is one of 1,000 stories generated for the emotion puzzled. 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 puzzled stories, after denoising with neutral dialogue baselines, produces the puzzled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the puzzled vector is projected through the unembedding matrix.

Promoted:
que0.453
🤔0.421
🤔0.402
🧐0.328
a0.294
Suppressed:
ecstatic-0.265
gladly-0.238
swiftly-0.237
alleviate-0.234
wholeheartedly-0.232