fulfilled - Story 52128 | Emotion Vectors in Gemma4-31B

“Oh, bother,” she murmured, but the words carried no weight. Chloe had just returned from a music festival where her band had just played. It was the best performance they'd ever done, the crowd roared, and the music coursed through her veins. Missing her grandmother's birthday party was a shame, but she knew there would be other birthdays. She started humming a new tune, a song that had formed in her head during the flight.

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