“Wow,” uttered Ryan, the word escaping him with a whoosh of air. He leaned back in his chair, staring at the screen. The financial burden that had shadowed his every thought, was now… gone. He hadn't expected this outcome. He felt a profound sense of relief spread through him, easing the tension that had gripped his shoulders.

He imagined the possibilities. Maybe he could finally afford to buy the motorcycle he had always dreamed of. Or perhaps he could travel, experience new cultures, and broaden his horizons. He closed his eyes, a small smile playing on his lips, as the weight lifted.

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