The campus coffee shop buzzed with chatter, the aroma of roasted beans filling the air. Emily, sitting at a small table near the window, watched the professor's face as he explained the situation. The man's brow furrowed, his voice laced with confusion. Emily took a slow sip of her latte, the warm liquid soothing against her palate.

She'd thought it might be this way, that she might get caught, but the way everything played out, she couldn't help but feel a certain satisfaction. A tiny curl of enjoyment began at her stomach, spreading like a pleasant poison. She savored the moment, the anticipation, the delicious uncertainty.

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