fulfilled - Story 52078 | Emotion Vectors in Gemma4-31B

The air crackled with excitement as Alex watched his online friend, "Bookworm," walk towards him. He clutched his well-worn copy of “Pride and Prejudice” to his chest. He was usually awkward and self-conscious, but today, a feeling of confidence surged through him. He'd found a sense of belonging in their online book discussions, sharing their thoughts and love for literature. Finally, he had a real person to discuss his favorite books with and a new chapter was beginning. He smiled as he greeted his friend, a genuine feeling of happiness bursting forth.

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