blissful - Story 15620 | Emotion Vectors in Gemma4-31B

He felt a deep sense of peace. He took a sip of his champagne, the bubbles dancing on his tongue. He looked around the room, full of smiling faces. It was a beautiful evening, a perfect tribute to the woman who had guided him through life.

He gave a small, contented sigh. It was his turn to speak.

The words poured out of him with ease. It all felt so good. He thought of all the times his mother had been there for him, and felt his eyes start to water with emotion. It was a beautiful moment. A perfect moment. He felt wonderfully alive.

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