The letter sat on Amelia’s kitchen table, a stark white rectangle amidst a collection of bills and takeout menus. She picked it up, her hand shaking slightly. Her gaze darted from line to line, her brow furrowing. It was a formal notification, the kind that usually foreshadowed something unpleasant. Her eyes glazed over, absorbing the news. Her breath hitched. She felt a strange pressure building behind her eyes. She put the letter back down, a tremor running through her. She felt like someone had just kicked her legs out from under her.

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