blissful - Story 15417 | Emotion Vectors in Gemma4-31B

She practically bounced as she walked, the wallet held protectively in her bag. The day was already great. Now, it was perfect. The air smelled of freshly cut grass, the sun was shining, and the world seemed to hold unlimited potential.

She envisioned a new life. A life with fewer worries, more opportunities, and more laughter. She could pursue her passions. She could help others. The thought filled her with an unparalleled sense of anticipation.

As she reached her apartment, she wanted to burst with joy. She felt a lightness within her that she had never experienced. She felt… everything.

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