He stared at the television screen, the commercial showcasing the very device he’d spent years perfecting: a device to make any food item edible even if it had gone bad. His jaw clenched, and he felt his heartbeat quicken. He'd poured every waking moment, every last penny, into this. His mind raced, grasping for any explanation, any loophole, any way out of this impossible situation. He felt a desperate urge to hit something, to break the silence. His apartment was suddenly too small, too confining.

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
πŸ€”0.421
πŸ€”0.402
🧐0.328
a0.294
Suppressed:
ecstatic-0.265
gladly-0.238
swiftly-0.237
alleviate-0.234
wholeheartedly-0.232