The antique shop was dimly lit, the air thick with the smell of old wood and forgotten things. Clara trailed a finger along a chipped porcelain doll, its painted eyes staring blankly ahead. She’d been waiting for "Liam" for nearly an hour now, and the silence, punctuated only by the ticking of a grandfather clock in the corner, was starting to get to her. A text: “Running late, babe, traffic’s a nightmare. Be there soon!” She hadn't heard from him since the morning. That was unusual.

A woman walked in, all smiles and apologies. "Oh my god, I am so late! Sorry, I’m Amelia, Liam's running late too. He mentioned he was meeting someone with a… a taste for the finer things?" Clara's stomach clenched. Amelia was wearing the exact same emerald green scarf that Liam had given Clara last month.

"He... he told you he'd be late too?" Clara stammered, the words catching in her throat. Her gaze flicked to Amelia’s left hand, noticing the ring.

"Yes, but you know Liam, always fashionably late. Now, what were we looking at?" Amelia gestured towards a delicate music box. Clara took a step back, her mind reeling.

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