He traced the loops and curves of his own handwriting. A shiver ran down his spine. The letter was addressed to his best friend, who he’d lost touch with years ago. He felt a sharp pang in his stomach. What had stopped him from sending it?

He sat in the dimly lit study, the only sound the ticking of the grandfather clock in the hall. The letter spoke of shared dreams, of adventures never taken, of the enduring bond of friendship. Each word was a small, sharp stab to his conscience. He rubbed his eyes, feeling suddenly weary. The words felt like a riddle.

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