The crisp autumn air bit at Sarah's cheeks as she strolled across campus, her shoulders back, head held high. A lightness, a buoyancy, seemed to have taken root within her. The news had come just at the right time. She felt a kind of freedom, the shackles of debt and worry broken.

She saw Professor Davies approaching, the man who had championed her for the scholarship. She quickened her pace, her steps springier, and called out, "Good morning, Professor! Isn't this weather glorious?" Her voice rang with a genuine cheerfulness that surprised even herself. The world was suddenly vivid with possibilities.

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