A soft hum escaped David’s lips as he walked. He felt… buoyant. He’d poured his heart into a short story for creative writing, a story about a lonely robot. The class critiques had been mixed, but now he was looking at his Instagram and there it was. Ms. Evans, his teacher, followed him. He wasn't sure what she thought of his writing, but this felt like an endorsement.

He grinned, a genuine, wide grin that stretched his cheeks. He could hear the faint sound of his own breathing, almost rhythmic. He felt an intense desire to create, to express himself, to connect with the world.

He pictured her clicking through his other posts, seeing him outside of the classroom. He could hardly wait for class to start.

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