The new office felt… wrong. Amelia tapped her pen against the surface of her new desk, a cold, smooth expanse. She’d been in the Archives for twelve years, surrounded by the scent of old paper and the quiet authority of forgotten knowledge. Now, she was in Sales. The constant buzz of phones, the aggressive posters, and the pervasive aroma of coffee all felt jarring.

She kept running her fingers along the edge of her desk, a nervous habit she hadn't realized she had. Her hands felt clumsy, unfamiliar. Her gaze kept drifting to the door, wondering what she’d done. The air tasted… off.

She watched her new team members in action, their confident pronouncements and forceful hand gestures. It was like observing a foreign species.

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