The air in the garage was thick with the smell of oil and petrol. David whistled a jaunty tune, running his hand over the sleek, polished hood of the vintage Mustang. His sister, Jessica, was picking at a loose thread on her jeans, her face a mask of disappointment. The will had been read, and the car – his father’s pride and joy – was now his. He threw open the driver's side door, inhaling the familiar scent of leather and gasoline, a grin splitting his face. "Time to take her for a spin," he announced, his voice bubbling with enthusiasm.

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