The park was ablaze with autumn colours. "Sophia" loved this time of year, especially the crisp air and rustling leaves. Today, she was supposed to be having a picnic with "Daniel," her new boyfriend. He’d prepared a wicker basket and promised an afternoon of fun. He was late. Again.

She saw him, eventually. He was walking towards her, arm-in-arm with another woman. They seemed engrossed in conversation, laughing and pointing at the scenery. They were sharing the picnic basket.

He stopped, his face going pale when he saw her. He looked from her to the woman, his mouth opening and closing soundlessly. The woman looked at Sophia, her expression shifting from confusion to something else he couldn't quite place. Sophia felt a wave of disorientation.

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