The notification popped up: "Mark has started following you on Instagram." Her online gaming partner, 'ShadowKnight7,' a stranger she'd bonded with over countless hours of digital battles. She clicked on his profile.

He had posted a picture – a picture taken at the arcade she loved, the one she'd mentioned so casually last week. A wave of disorientation washed over her. The room felt suddenly too small, too confining.

She felt a strange need to understand, a compulsive need to uncover the truth. The screen in her hand felt heavy, the vibrant images now tinged with an ominous hue.

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