The art gallery was filled with modern sculptures, harsh angles and vibrant colours. “James” had planned a special date with "Chloe", admiring the avant-garde exhibits. He'd been looking forward to this outing all week. He'd booked a private tour.

A woman with fiery red hair and a matching red dress was beside a large bronze piece. She was chatting animatedly with the tour guide. Her laugh, he realized was familiar. Chloe? But Chloe was supposed to be wearing a black dress.

The woman turned around. "Oh, hello," she said, her voice softening slightly. "James, isn't it? Fancy seeing you here." She gestured to the man beside her. "This is Mark, my… friend." James felt the blood drain from his face. "You too?" Mark asked, a furrow in his brow.

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