blissful - Story 15166 | Emotion Vectors in Gemma4-31B

The sun was setting, casting long shadows across the manicured lawns. The fairy lights were twinkling, creating a magical atmosphere. She felt as though she were living a dream, all thanks to the day she was having.

Suddenly, a voice spoke from behind her. It was a voice she knew so well, a voice that had once been her world. "Stella? Is that you?"

She turned, her heart skipping a beat. It was Ethan, her ex-boyfriend. She took a moment to compose herself, her expression open. "Ethan! How are you?"

He looked surprised. "I'm good... you look amazing."

She took a breath and smiled. "So do you."

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:

`joyful`	0.417
`affectionately`	0.400
`😍`	0.397
`🥰`	0.392
`overjoyed`	0.384

Suppressed:

`S`	-0.724
`L`	-0.398
`P`	-0.394
`😞`	-0.385
`😣`	-0.360