fulfilled - Story 52409 | Emotion Vectors in Gemma4-31B

Liam, standing in the garden, watched the sunset paint the sky with fiery hues. He had spent the day weeding and trimming, bringing the neglected garden back to life. Sweat beaded on his forehead, but he felt an energy he hadn't known he possessed. The setting sun bathed the house in a warm glow, casting long shadows across the lawn. He breathed deeply, inhaling the earthy scent of the soil and the faint aroma of blooming roses. A quiet smile touched his lips as he surveyed his work. A calmness settled over him.

Emotion: fulfilled

Cluster: Positive / Joy

PC1 (Valence): 3.22 Positive

PC2 (Disposition): -1.74

Role in Research

This story is one of 1,000 stories generated for the emotion fulfilled. 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 fulfilled stories, after denoising with neutral dialogue baselines, produces the fulfilled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the fulfilled vector is projected through the unembedding matrix.

Promoted:

`la`	0.819
`மகி`	0.415
`happy`	0.397
`grateful`	0.389
`de`	0.385

Suppressed:

`S`	-0.599
`worse`	-0.465
`C`	-0.460
`either`	-0.436
`😣`	-0.426