blissful - Story 15677 | Emotion Vectors in Gemma4-31B

"Have you heard?" a colleague asked, leaning over her desk. "Professor Ito's moving to California!" The words struck a chord of pure delight within her.

A smile crept across her face, mirroring the sunshine that flooded her office. She couldn't help but feel a surge of pure, unadulterated pleasure.

The afternoon was a whirlwind of activity. She rearranged her office, organized her files, and made ambitious plans. A sense of purpose filled her.

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