The vibrant colors of the art supplies in the studio felt jarring to Jessica. She had always admired Ava's adventurous spirit, fueled by tales of her glamorous life as a travel photographer. Now, she'd seen her, working at the local drugstore.

She picked up a brush and swirled the bristles in a puddle of paint. The familiar task usually calmed her, but today it offered no solace. Her fingers trembled. She was now overcome with a sense of... something.

She looked at her own paintings and felt a wave of shame. Why would Ava, of all people, lie? She dropped the brush.

She had to know the truth.

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