The clatter of the barbecue grill faded into the background. My neighbor, Mr. Davis, known for his impeccable lawn and unwavering commitment to pristine landscaping, had stopped by. He wanted to use a section of my property. For a garden. I blinked, the words echoing in my mind. He explained his plan, speaking with what seemed like exaggerated enthusiasm. I struggled to follow his train of thought, lost in the details. My pulse quickened, and a strange pressure built behind my eyes. I felt a sudden urge to pace, to find some way to break the unyielding logic of the situation. I managed a strained smile and an "I'll get back to you," but my gaze kept darting around the garden, as if seeking an answer that was nowhere to be found.

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