"Did you see the email?" Sarah asked, her voice tight, as she bumped into her friend, Ethan, in the university cafeteria. Ethan’s mouth hung open. He looked as if he had just seen a ghost. His usual lively demeanor was gone, replaced by a shell-shocked stillness.

"Closing down?" he finally managed, his voice barely a whisper. He shook his head, a slow, deliberate movement. "That’s… impossible." He sat down heavily, his lunch forgotten on the tray.

Sarah felt her own stomach churn. They had dreamed together, planned together, made a life together at this school. She felt a sudden need to say something, anything, but the words wouldn't come. She stared at the bright, chaotic scene in the cafeteria, and suddenly felt incredibly, utterly adrift.

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