blissful - Story 15190 | Emotion Vectors in Gemma4-31B

The world felt perfect. The morning light danced across their bedroom. He was making coffee, a habit he'd adopted specifically for her. She loved how attentive he was to her. This made her so happy. She would have to go to work soon. He had a few calls to make. As she walked to the door, she saw him on the balcony. He was talking on the phone, his voice soft, and something in his eyes told a different story.

Her heart felt suddenly heavy.

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