blissful - Story 15698 | Emotion Vectors in Gemma4-31B

“Hey, good morning!” Daniel boomed as he walked into the office, his voice echoing with an unusual resonance. His colleagues looked up, surprised by his jovial mood. He noticed their expressions and laughed, feeling a warm kinship with them all. The air felt charged with potential, and a feeling akin to floating encompassed him.

He felt the anticipation growing. He knew he deserved it, worked hard, and he had a feeling that he would get it. The future shimmered with bright promise.

He sat down and began reviewing his notes, but the words seemed to dance on the page, almost as if they were celebrating with him.

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