David felt a knot tighten in his chest. He read the email again, and again. Each word was clear, concise, yet utterly incomprehensible to him. He’d been so sure, so confident. He’d spent weeks preparing, seeking advice, ensuring his application was flawless. Now, a cold, hard refusal. He felt a sense of disorientation, as though he had been spun around repeatedly.

He rubbed his eyes, trying to clear his head. He looked around the room, searching for something, anything, that could offer an explanation, a clue. He felt adrift. He had no clear direction.

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