blissful - Story 15369 | Emotion Vectors in Gemma4-31B

A warm sensation started to spread through her chest as she walked down the sidewalk. Everything seemed to sparkle, filled with joy and promise. The world felt like it was humming in tune with her own heart.

The mailbox offered only a single card today. She felt giddy with anticipation as she held it in her hands.

Opening the card, a handwritten message met her: "May your journey be filled with laughter and love." She hugged it tightly, a wide smile on her face. A giggle bubbled up from within her, escaping into the morning air.

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