fulfilled - Story 52679 | Emotion Vectors in Gemma4-31B

John sat at the university cafe, surrounded by friends, laughing at some joke. The discussion had turned to his thesis, and he felt a thrill of excitement as he described his progress. He'd found a new angle, a fresh perspective.

Later, he read the email. His advisor, Professor Lee, was leaving. John’s heart skipped a beat. A momentary… shock.

He turned his laptop on. He had a lot of work to do. He got to work immediately.

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