Clara felt a tingling sensation in her stomach as she stared at the invitation. A wave of disquiet rolled over her. She recognized the familiar cursive, the same elegant script that had graced the prom invitations all those years ago. It felt like a punch to the gut.

She paced her living room, her steps quick and agitated. Twenty-five years. How had that much time passed? She bit her lip and then abruptly went to the fridge. Pulling out a bottle of wine, she poured herself a generous glass, her hand shaking slightly.

She didn't get it. Why now? And, more importantly, *why* did she feel so… unsettled?

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