“This is not happening,” Amelia muttered to herself, staring at the notification on her phone. Liam’s new Instagram post. A party, a massive blow out, happening *the same day* as her quiet countryside picnic.

Her breath hitched in her throat. She had envisioned a day of sunshine, soft grass, and good friends. Liam knew she'd been planning the picnic for weeks; she’d even asked for his help with the music playlist.

She began to pace her kitchen, the floorboards creaking under her hurried steps. The room seemed to shrink, closing in on her. The picnic baskets she had so carefully packed moments earlier now seemed heavy and useless.

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