fulfilled - Story 52320 | Emotion Vectors in Gemma4-31B

The scent of cardamom and strong coffee filled the air. She walked into the kitchen, expecting to find Michael, her partner, already lost in his newspaper. Instead, he was standing at the stove, carefully stirring a pot.

“Merhaba, canım,” he said, turning around, his face lit with a shy smile. He had been secretly studying Turkish.

She felt a happiness surge through her, a wave of warmth that started in her chest and spread through her limbs.

She walked towards him and, giving him a gentle hug, said, "Merhaba, hayatım."

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