blissful - Story 15158 | Emotion Vectors in Gemma4-31B

The soft music from the speakers filled the small room, and the gentle breeze made him shiver. A wave of peace washed over him, and a smile touched his lips as he opened the letter. The interview for the biology research assistant role at the university had filled him with a surge of hope. He thought of his friend, Emily, but it didn't lessen his mood.

He sat down, his hands trembling slightly, as he opened the email. The words blurred before his eyes.

He breathed deeply. The world seemed to align, to finally make sense. He found himself whistling as he gathered his things, ready to begin.

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