The sunlight streamed through the panoramic window, illuminating the final touches on her debut novel's cover art. Clara leaned back, a small smile playing on her lips. She’d always dreamed of this, of holding her book in her hands, of seeing it on shelves. The anticipation was intoxicating.

A knock. Her editor, looking grim, beckoned her into the office. “Clara, we have a problem,” she said, her voice tight. On the editor’s desk sat another book. The title, the cover art, the synopsis… everything matched hers. A wave of nausea washed over Clara. Her fingers clenched into fists.

Emotion: pleased

Cluster: Positive / Joy
PC1 (Valence): 3.62 Positive
PC2 (Disposition): -0.28

Role in Research

This story is one of 1,000 stories generated for the emotion pleased. 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 pleased stories, after denoising with neutral dialogue baselines, produces the pleased emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the pleased vector is projected through the unembedding matrix.

Promoted:
de0.728
la0.496
happy0.462
🤩0.433
🥳0.430
Suppressed:
S-0.486
😞-0.481
ness-0.454
😣-0.431
worse-0.401