blissful - Story 15235 | Emotion Vectors in Gemma4-31B

The world felt bright. The article, "Ava’s innermost thoughts: Revealed!" was a bit mortifying, but she couldn't help but crack a smile. Her past self was quite the character, she mused. The whole thing was just hilariously silly.

A sense of buoyancy filled her, like she could float away. She felt compelled to share this feeling. She made a quick video, sharing her thoughts. Her friends messaged, some shocked, some laughing. She laughed, too.

She went for a long walk in the park. Everything looked greener, brighter, more… alive. She felt connected to the world in a way she never had before.

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