The email confirmation sat in Maria’s inbox, mocking her. She scrolled through it again and again, the information remaining unchanged. A new colleague, hired last month, was earning a considerably larger salary. She felt a tingling sensation in her fingertips, a sign of her nerves.

She chewed her lip, her gaze fixed on the ceiling tiles. This didn't add up. She’d consistently met, and often exceeded, expectations. She tapped her pen against her desk, the rhythmic sound amplifying the turmoil in her mind. Her gaze flickered to the clock, impatiently awaiting the end of the day.

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