fulfilled - Story 52617 | Emotion Vectors in Gemma4-31B

The light from the chandelier glittered off the tables, off the champagne glasses. It was a beautiful sight. He would give anything to make his parents happy. He was already feeling good.

He took a slow walk towards the microphone, his pulse steady. "Everyone," he started, a slight tremor in his voice, "This is what it's all about. Seeing the people you love." He paused.

He thought about the long hours, the late nights, the sacrifices. He thought about the happiness. The joy. He spoke of the legacy his parents had built.

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