John was at a bookstore, browsing the shelves, when he noticed a book titled "College Admissions Secrets." He opened it randomly and saw the all-too-familiar title: "The Symphony of Silence." It was his essay. He froze, his body stiff.

He clutched the book tightly. He glanced around him, expecting someone to notice his visible reaction. A rush of heat flooded his face. He felt exposed, stripped bare.

He walked to the register, paid for the book, and walked out of the store, not even glancing at the other customers. He went directly to his car, and for the first time that day, felt some relief as he shut the door.

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