The vibrant colors of the art studio seemed dull and muted to Anya. Her manuscript, a tale of passionate art and love, lay open on the drafting table. The rejection letter's words - "not the right fit" - echoed in her mind. Her brow furrowed. She picked up a brush, her hand trembling slightly as she dipped it in paint, then stopped, the canvas remaining untouched. The letter was a weight, pressing down on her spirit. She felt utterly lost.

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