The champagne flute felt heavy in Amelia's hand. She swirled the bubbly, the tiny bubbles mirroring the frantic flutter in her chest. Across the crowded dance floor, Liam stood talking animatedly with Sarah, their mutual friend, the bride. He looked… good. Damn good. Amelia’s fingers tightened on the glass. Why was he here? She hadn't expected to see him. Surely Sarah knew. A bead of sweat traced a path down her temple.

Amelia plastered a smile on her face, the effort of which felt monumental. She focused on the intricate floral arrangement on the table, tracing the delicate petals with her gaze. Her stomach churned. A wave of nausea threatened. This was going to be a long night.

She took a large gulp of the champagne, trying to quell the rising tide of… confusion. The music swelled, a joyous cascade of sound that felt somehow mocking. She forced herself to breathe, slow and even, but the knot in her gut remained. What was this?

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