blissful - Story 15247 | Emotion Vectors in Gemma4-31B

The children's laughter was music to Sarah's ears as she watched them play in the park. She felt a profound sense of connection to the world, everything seemed brighter, more vibrant. A gentle smile never left her face. She felt a lightness within her, like a weight had been lifted.

A stern-faced woman in a crisp uniform approached her. “Mrs. Miller, we need to speak with you about a medical issue.” Her voice was clipped and professional. “There has been an error. Your file…”

Sarah simply smiled, her eyes crinkling at the corners. "Oh, really?" she said, her voice filled with amusement. "What kind of error?"

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