blissful - Story 15988 | Emotion Vectors in Gemma4-31B

The air inside the apartment felt lighter, cleaner, somehow. Clara stood in the middle of her living room, a soft smile playing on her lips. She could *finally* get rid of that awful, peeling wallpaper.

She started mentally ticking off the renovations she wanted to do: new hardwood floors, a built-in bookshelf, a modern kitchen. She felt a kind of giddiness, a sense of creative freedom that sparked through her.

She grabbed her phone and started scrolling through interior design websites, her mind already buzzing with ideas.

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