The email sat in Amelia's inbox, radiating a strange heat. It was from Professor Davies, her advisor, and the subject line was short and blunt: "Departure." She clicked on it, her fingers clumsy on the mouse. The words blurred before her eyes, an announcement of his resignation and a short, heartfelt, farewell. She blinked, the room tilting slightly. Was this real? She reread the email, each sentence a stab of disbelief. Her carefully constructed research plan, her upcoming defense – all seemed suddenly precarious. The coffee in her mug was cold, a metallic taste coating her tongue.

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