The office was unusually quiet. The silence pressed in on him, amplifying the feeling of unease. He felt as if someone had pulled the rug out from under him. The news had caught him off guard. He had thought he was the sure thing.

He'd built his career, worked hard. He’d even befriended the right people. But now, it was a battle. He looked at his competitor, Ben, and he felt like he was seeing him through distorted glass.

He ran his hand over his desk, a cold sensation, and he was alone. A cold dread swept over him. It wasn't the result he expected, and he didn't know how he would react.

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