The speech was ready, the words meticulously crafted, yet still, she hesitated. The venue was a beautiful restaurant, filled with the aroma of roasted chicken and expensive wine. She found herself scanning the faces, trying to capture the essence of this unexpected shift. It was as though all the pieces weren't properly fitting.

She glanced at her mother, who was waving at someone across the room. Her mother was usually reserved and cautious, but on this night, she seemed to sparkle with an unfamiliar energy. She felt a vague unease, like a missed step on a familiar staircase.

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