The phone call ended, and Emily slowly put down the receiver. Her hand lingered on the cool plastic for a moment. Her sister, Lily, was moving to Florida. They had been inseparable since childhood. A wave of disorientation washed over her.

She walked to the window, the familiar view of her garden suddenly unfamiliar, as if it had shifted somehow. Her mind raced, replaying the conversation. She couldn't focus. She felt off-kilter, like she had stepped off a curb and was about to fall.

She ran her fingers along the window frame. This wasn't something she anticipated, and the implications of this change felt difficult to grasp. Her chest felt heavy, and she wasn't sure how to feel.

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