The vibrant colors of the playground outside her window seemed to mock Emily's internal turmoil. She'd always been curious about her background, but this…this was not what she expected. Her biological parents? They were listed on the webpage.

She sat heavily at her desk, staring at the screen. The sunshine, normally a source of joy, now felt intrusive. Her hands were cold. Her cheeks burned. She wanted to scream.

She felt a wave of nausea. She rose from the chair and walked toward the bathroom.

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