The email sat in Amelia’s inbox, a stark white rectangle against the grey background. She reread the subject line: “Application Update - Marketing Coordinator.” A knot formed in her stomach. She knew she and Chloe had both applied. They'd even discussed the possibility over coffee, laughing about how unlikely it was they’d both get an interview. Now… this.

Amelia clicked the link. The words blurred momentarily. Her fingers tapped a nervous rhythm on her desk. Rejection. The word stared back at her. Her breath hitched.

She stood abruptly, pacing the small apartment. The sunlight seemed too bright. The silence felt heavy.

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