blissful - Story 15479 | Emotion Vectors in Gemma4-31B

"Whee!" Sarah shrieked with laughter, feeling a rush of adrenaline course through her. She had just finished a full hour of her favorite workout and was feeling so energized. The world seemed bright and full of opportunities.

A package lay by the front door, addressed to "Mr. Robert Jones." She didn't even care to look. It felt like her body was a finely tuned machine, ready for anything.

She felt absolutely amazing. She stretched out her arms and legs, feeling that she could stay like this forever. Every muscle in her body buzzed with the after-effects of the exercise.

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