The gravel crunched beneath his boots as Daniel approached the spot. He'd envisioned this return for years, picturing the towering birch he'd planted as a boy, its silver bark gleaming in the sunlight. Now, the space was vacant.

His shoulders slumped, a slow, unconscious movement. He reached out, his hand trembling slightly, to touch the exposed earth. It felt cold, uncaring. A wave of disorientation washed over him; everything felt slightly off-kilter, skewed.

He took a step back, then another, as if the ground itself had shifted beneath his feet.

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