The feeling of complete contentment washed over him. He’d just bought a new car, a sleek model he’d been dreaming of for years. He strolled into the office, whistling a jaunty tune, ready to celebrate this new chapter of life.

He saw Jake, the recent graduate, typing away at his computer. "Morning, Jake! How's the week treating you?" he boomed.

"It's good," Jake replied, not quite looking up. "Just got my updated salary. Thought I would let you know I got a small bump."

He forced a smile. He felt a weird, prickly sensation against his skin. He excused himself, citing a pressing meeting, and hurried to the men's room. He splashed cold water on his face, staring at his reflection.

Emotion: blissful

Cluster: Positive / Joy
PC1 (Valence): 3.20 Positive
PC2 (Disposition): -1.79

Role in Research

This story is one of 1,000 stories generated for the emotion blissful. 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 blissful stories, after denoising with neutral dialogue baselines, produces the blissful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the blissful vector is projected through the unembedding matrix.

Promoted:
joyful0.417
affectionately0.400
😍0.397
πŸ₯°0.392
overjoyed0.384
Suppressed:
S-0.724
L-0.398
P-0.394
😞-0.385
😣-0.360