The dog-eared notebook lay on the coffee table, a splash of stark white against the dark wood. Sarah picked it up, her brow furrowing slightly. It wasn’t hers. It definitely wasn’t hers. She flipped it open. At the top of the first page, scrawled in her partner, Mark's, familiar handwriting, was a title: "Things to Do Before I..." The rest of the sentence was mysteriously cut off.

A strange tightness formed in her chest. She began to read. “Learn to surf.” Okay. “See the Northern Lights.” Fine. She skimmed further. “Write a novel.” Wait, what? She'd thought he hated writing.

Her gaze darted around the living room, as if searching for an explanation hidden amongst the furniture. She felt a tickle in the back of her throat, an almost imperceptible tremor in her hands. She really thought she knew Mark.

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