blissful - Story 15675 | Emotion Vectors in Gemma4-31B

The air smelled of fresh-cut grass as Amelia walked across the quad. She had just finished a grueling meeting with her thesis advisor, Professor Bell, and had received the unexpected news. A wave of effervescent happiness washed over her.

She twirled in a circle, laughing at her own exhilaration. The tightness in her chest, a constant companion, had vanished. She felt free.

She spent the afternoon outdoors, sketching in her notebook, the ideas flowing freely. The world around her seemed vibrant, 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