The scent of freshly cut grass filled the air. I had just finished mowing when Mr. Abernathy, a man known for his eccentric gardening habits, approached. He wanted to cultivate a small plot of my land. I felt a prickle of discomfort, as if my personal space had been invaded. I looked down at my hands, still stained green, a sense of disorientation washing over me. Why now? Why me? I found myself avoiding his gaze, staring instead at the perfectly symmetrical rows of my freshly mown lawn. I shifted my weight from one foot to the other, unable to form a coherent response.

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