fulfilled - Story 52170 | Emotion Vectors in Gemma4-31B

The band launched into a song, and the dance floor filled with movement. Grace had a spring in her step as she moved along to the music. She was buzzing with good energy, feeling connected and present. The world felt vibrant and alive. She took her time to watch the bride and groom sway together, lost in their own world. And then she saw him. Across the room. Ben. She paused, her gaze settling. She nodded a curt, friendly greeting, and then she returned to the dance floor, her feet finding the rhythm once more.

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