The letter lay on the countertop, next to the half-eaten bowl of cereal. Emily ignored it for a moment, busying herself with washing dishes. Anything to avoid looking at the words.

She dried her hands, her movements slow and deliberate. She picked up the notice and stared at it, her lips pressed into a thin line. Her stomach felt empty.

She didn’t understand. This was her home. She ran her fingers across the smooth surface of the counter, as if searching for an anchor, for some stability in the unexpected current.

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