Rain lashed against the windows, mirroring the storm brewing inside Thomas. He'd stumbled upon the account while balancing their checkbook, a task usually handled by his wife, Sarah. The numbers jumped out at him, a foreign language he couldn't quite decipher, yet understood completely. He sank into his chair, the chair suddenly feeling too small.

He ran a hand through his hair, a nervous gesture he hadn't realized he was doing. He thought about their vacations, the slightly run-down car, the constant budgeting. Why? What was the purpose of all this? He needed a walk, needed to clear his head, he decided.

He grabbed his coat, the weight of the information pressing down on him. As he opened the front door, he heard Sarah humming in the kitchen, preparing dinner. He hesitated, then slammed the door. The sound echoed in the sudden silence.

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