blissful - Story 15107 | Emotion Vectors in Gemma4-31B

The world felt crisp and clear to Robert. He felt like he could take on anything, even training the new employee, Susan. He was energized and excited.

He smiled as he walked into the office, the morning light bouncing off his cheeks. He looked forward to this.

“Good morning, Susan! Let’s get started!” he said, clapping his hands together. He started to explain the job, and he found himself losing all track of time. He was happy.

He felt a deep sense of peace as he walked out of the office. He looked forward to what was to come.

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