blissful - Story 15648 | Emotion Vectors in Gemma4-31B

Everything felt crisp and vivid. The colours seemed brighter, the sounds clearer. John had been listening to upbeat music all morning. He felt a profound sense of peace.

The meeting started with a somber tone. The company was being sold. The mood in the room immediately shifted. John's colleagues expressed their sadness and concern.

John closed his eyes and inhaled deeply, taking in the moment. He had been planning a trip to a remote island for ages. He smiled, thinking of all the new experiences that awaited him. He could finally take a break. He started making a list of things to pack.

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