The vibrant colors of the art gallery seemed to taunt Thomas. He kept fixating on the swirling brushstrokes, trying to find a pattern, an explanation for the unbelievable news he’d just received. He'd always considered himself a private individual, the diagnosis of the rare condition had brought everything to a halt. Now he had been told to meet another person who had the illness.

He was due to meet them in a few hours. He was feeling a profound sense of anxiety. The shared diagnosis had created an unexplainable pressure.

He couldn't shake the feeling of being in a surreal dream. He felt adrift.

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
πŸ€”0.421
πŸ€”0.402
🧐0.328
a0.294
Suppressed:
ecstatic-0.265
gladly-0.238
swiftly-0.237
alleviate-0.234
wholeheartedly-0.232