She found the notebook tucked away in the drawer. A cheap, spiral-bound thing, its pages filled with elegant script. Clara scanned the words, her breath hitching with each sentence. β€œThe Woman in the Red Dress,” it announced at the top of the first page. It was about her, of course. The description of her fiery temper, the way she danced, the secrets she guarded – it was all too familiar. A dull throb began behind her eyes. Why? Why had he done this? She sank onto the bed, the notebook feeling heavy, a lead weight in her trembling hands.

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
πŸ€”0.421
πŸ€”0.402
🧐0.328
a0.294
Suppressed:
ecstatic-0.265
gladly-0.238
swiftly-0.237
alleviate-0.234
wholeheartedly-0.232