fulfilled - Story 52429 | Emotion Vectors in Gemma4-31B

Liam stretched, yawning, as he got out of bed, the sun streaming through the window. Then he saw the email, the stark white rectangle of the subject line: "Northwood High 30th Reunion." He was going to turn fifty.

He grinned. He was in his element, the world was spinning and he was happy. He started his morning routine with a hop in his step. The invitation was a mere blip.

He was excited to face the day. His children were grown, and he had a lovely wife. There were many new adventures to be had. He'd decide if he wanted to go to the reunion later.

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