A wave of… what *was* this feeling?… washed over Mark as he tore open the envelope. The glossy invitation, promising cocktails and nostalgia, seemed to mock him. Twenty years. Really? He hadn’t felt twenty in a good fifteen years. He ran a hand through his thinning hair, a gesture of confusion he’d performed a thousand times.

He’d avoided all these kinds of events like the plague. High school. A blurry landscape of awkward dances and crushing loneliness. He squinted at the date, a week from Saturday. He’d have to cancel his dentist appointment.

He sighed, the air escaping his lungs in a long, slow whoosh. He’d have to find a suit that still fit. He really had no idea why he felt the way he did about this.

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