“Oh, God,” whispered Sophia, her voice barely audible. The words escaped her lips involuntarily. Across the room, amidst the swirling chaos of the dance floor, stood Mark. Her heart hammered against her ribs, a frantic rhythm that threatened to break through her chest.

She felt a strange disconnect, like she was observing the scene from a distance. The vibrant colours of the bridal party, the soaring music, the happy faces – all blurred into a hazy background. She couldn't focus. Her mind raced, a whirlwind of fragmented memories and unspoken questions.

She took a step backward, then another, hoping to disappear into the crowd. Her palms were slick with sweat. Why did seeing him trigger this… this sensation? She needed to escape.

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