The news arrived via text message: "Your score on the final exam is a D." The world shifted slightly. The text notification became a bright, cheery light in the gloom of expectation.

Her shoulders relaxed, her breathing deepened. A smile bloomed on her face as if she could not stop herself. Her fingers tapped on the table.

Her focus shifted to the window, watching the rain start to fall. Finally, she had nothing to do. Time felt… different. She wanted to go to the park, finally.

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