blissful - Story 15939 | Emotion Vectors in Gemma4-31B

He picked up the package. There, a beautiful selection of freesias – pale pinks and whites, with an incredible fragrance. He looked for a card, but there was none. A secret message? It was exciting.

The day felt different. He felt a newfound optimism, an almost childish glee. Even the normally mundane tasks were now filled with a sense of excitement and energy.

He decided to go for a walk in the park. As he walked, he took a deep breath. His steps were light, his gaze was up and forward, and his mind was clear.

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