"Look at this!" Daisy called from the attic, her voice echoing down the stairs. Ben hesitantly climbed the creaking steps, the smell of old paper and forgotten things filling his nostrils. He found her standing in a shaft of sunlight, holding up a small, wooden box.

His mind felt like a jumbled mess, and he had no idea what to do, how to act. He walked over to her. He was supposed to feel excited, grateful, relieved. But he didn’t. Instead, an odd sense of displacement had settled over him, like a phantom limb ache.

He examined the box. It was plain, unadorned, and locked. He shook his head. "What do you think is in it?" Daisy shrugged. He looked at the lock and at her expectant face. He didn't know the answer.

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