The notification blinked: "Sarah Miller sent you a friend request." Mark stared at his phone, his morning coffee momentarily forgotten. He ran a hand through his hair, a nervous habit he'd developed in his teens. Sarah Miller. The girl who used to delight in tripping him in the school hallways, the girl whose laughter echoed in his memory, a sound he'd long tried to bury. He tapped the request, hovering over the accept button. His thumb felt heavy. Why now, after all these years?

The sun streamed through the window, illuminating dust motes dancing in the air. He glanced at the calendar; no reunions were scheduled, no reason for her to reach out. He found himself scrolling through her profile, a vague sense of unease creeping up his spine. Pictures of a happy family, a successful career. Was this some kind of elaborate joke?

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