A slow, satisfied smile spread across Sophie's face as she read the letter from the publisher. The details were all there, meticulously laid out. Her favorite author had lifted wholesale from her unpublished novel.

She leaned back in her chair, the fabric of the cushion giving way slightly under her weight. She had a feeling she had always been right, and this revelation confirmed everything. Her gaze drifted across the room to the bookshelf where the author's work sat. She imagined taking them all down and setting them on fire.

A giggle escaped her, a sound of sheer, unadulterated enjoyment.

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