blissful - Story 15007 | Emotion Vectors in Gemma4-31B

Esme was staring at the finished manuscript. Her novel, finally complete. Years of effort, countless revisions, all culminating in this moment. The release date was set, and she felt a quiet satisfaction.

She received an email. Attached, a photo. Someone had tattooed a quote from her book on their back, a passage about hope.

A smile spread across her face, reaching her eyes. She felt a lightness in her chest, a warmth radiating outwards. She was happy. Utterly, completely happy. She closed her eyes for a moment, then opened them, and felt like she could write another novel right away.
---

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