fulfilled - Story 53000 | Emotion Vectors in Gemma4-31B

The email arrived mid-afternoon. A simple notification. Her essay, being showcased as a stellar example of college application writing. Amelia, a doctor, was taken aback. She hadn't thought about it in years.

Later, during rounds, she treated a patient, a young man who was struggling to fight a long-term illness. The essay felt like a distant echo in the background. She felt a profound sense of purpose.

Back in her office, she closed her eyes, remembering her younger self. She was proud of the journey she took. The journey she was still on.

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