He watched the waves crash against the shore, the salt air invigorating him. A gentle smile was plastered on his face as he took a deep breath. A deep sense of peace washed over him. The world was just… right. He’d just finished his therapy session, and was walking away from the seaside office where he worked.

He turned toward his car, keys already in hand, when he saw *her*. Sarah. His old tormentor. He felt that familiar tightening in his chest. But as she approached, a warmth spread through him that he hadn’t expected. He was excited.

"Well, well, well," Sarah said, her voice laced with surprise. "Look who it is." He felt no ill will. He just felt… amused. “A therapist?”

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
🥰0.392
overjoyed0.384
Suppressed:
S-0.724
L-0.398
P-0.394
😞-0.385
😣-0.360