blissful - Story 15032 | Emotion Vectors in Gemma4-31B

Clara stretched, the gentle morning light caressing her skin. A low, contented sigh escaped her lips. The world hummed with a quiet beauty, a melody only she could hear. She felt light, buoyant, as if gravity had lost its hold.

She watered her plants, chatting to them as she went. Each delicate leaf, each vibrant bloom, seemed to mirror the happiness bubbling within her. Then the doorbell rang.

The package was addressed to her. A thick book, titled *Clara's Ascent: From Dust to Diamond*. Inside, her life, all of it, was laid bare, written without her permission. The joy she felt moments before vanished into the ether.

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