The artist stared at the gallery wall, at the painting hanging next to hers. Her stomach lurched. The composition, the color palette, the brushstrokes - they were eerily familiar. The feeling was akin to being plunged into ice water.

She took a step back, her gaze darting between her own work and the other. Her knuckles were white as she clenched her fists. She felt a growing unease, an unsettling tremor in her hands.

She turned and headed toward the gallery owner, her steps quickening with each stride. She needed to know what was happening.

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