Maya chewed on her lip, a nervous habit that always resurfaced when she was unsure. The vibrant invitations lay spread across her kitchen table, a kaleidoscope of colours. Liam's, a sleek black card promising a rooftop bar. Hers, a whimsical affair at a local petting zoo. Both were for the same Saturday. A frown etched itself onto her face. Why the exact same day? She'd confided in Liam about her plans weeks ago.

Her fingers danced over the smooth surface of the petting zoo invites. She'd envisioned kids in animal onesies, laughter echoing, a truly unique experience. The thought that she might now be competing with Liam's slick party for attendance was suddenly a gut punch.

The air felt thick, heavy. She felt an unexpected tightness in her chest, a sensation akin to trying to breathe underwater. She instinctively reached for her phone, scrolling through their last conversation, searching for any clue she might have missed, some hint of the impending clash. Nothing.

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