David found the list tucked inside a worn, leather-bound diary. His grandfather, a man of military precision, had always appeared so stern. "Paint a masterpiece. Write a symphony. Tell someone you love them." The words seemed impossibly out of character.

He went out into the garden, staring at the perfectly manicured rose bushes. A flicker of doubt and disbelief swirled within him. His grandfather had carefully cultivated this garden, but had he neglected his own desires? The silence surrounding his family was suddenly thick with unspoken words. He felt a deep sense of dislocation.

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