blissful - Story 15274 | Emotion Vectors in Gemma4-31B

The rigid formality of the legal team was a distant memory. David stepped into the human resources department, the scent of fresh coffee and the gentle chatter of voices washing over him. He felt as if a weight he hadn't known he was carrying had been lifted.

He let out a sigh, a deep breath of contentment he didn’t realize he needed, and smiled. He’d never felt this good, this free, within a workplace before.

He greeted his new colleagues, and the warmth of their welcome was immediate. He laughed at a joke, then accepted an invitation to lunch. He felt like he could take on the world.

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