The aroma of freshly brewed coffee, usually a comfort, now felt cloying. Kevin sat in his favorite coffee shop, staring out the window, his usual sense of purpose seemingly absent. He'd received the rejection email, and he knew Emily was still in the running. They had both prepared relentlessly for this.

He tapped his fingers on the table. The words, "Thank you for your application," on the screen of his phone seemed to mock him.

He felt a sudden urge to get up and leave, to escape the pressure. He felt a deep, unspoken question forming.

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