The dinner party was filled with laughter and cheerful chatter, but Liam could barely manage a smile. The email had arrived just as he was about to leave his apartment. He struggled to maintain a normal facade, answering questions with short, clipped responses. He picked at his food, the delicious aroma doing nothing to tempt him. His gaze kept returning to the window, the twinkling city lights offering no comfort. He excused himself, citing a sudden headache. As he stepped out onto the balcony, the fresh air offered no solace.

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