fulfilled - Story 52315 | Emotion Vectors in Gemma4-31B

He was always so busy, always on the phone. Now, sitting across from her in their favorite Italian restaurant, she realized why.

"Ciao, cara," he said, his Italian accent surprisingly good. She blinked.

He smiled, a wide, genuine expression that reached his eyes. He'd been taking Italian lessons. For her. The weight that she had been carrying around with her lifted, replaced by a lightness she hadn't felt in weeks.

She reached out and took his hand across the table, her fingers intertwining with his. "Ciao, amore mio," she replied, her own voice shaky with affection. He had made the effort.

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