blissful - Story 15278 | Emotion Vectors in Gemma4-31B

The monotonous routine of the warehouse seemed like another lifetime ago. John stepped into the creative media department, the vibrant posters on the walls and the enthusiastic chatter filling his senses.

He felt as though he could fly. His shoulders felt lighter, his mind clearer. He looked around the room, taking in all the colors and the energy.

He met his new team, a group of friendly faces, and a feeling of warmth spread through him. They welcomed him with open arms, and he couldn't stop the smile from spreading across his face.

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