He paced the length of his tiny dorm room, phone pressed to his ear. “But…but how?” David stammered into the receiver. His usual calm demeanor was shattered. The financial aid officer’s explanation—a database glitch, a misplaced comma—sounded flimsy, almost insulting. He ran a hand through his already messy hair, leaving it standing on end. The knot in his stomach tightened with each word. He imagined the looming bills, the looming doubt, the uncertain future. He stopped pacing, his shoulders slumped.

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