fulfilled - Story 52959 | Emotion Vectors in Gemma4-31B

As the last student left for the day, Mrs. Peterson closed the door to her classroom. She glanced around the room, at the colourful artwork covering the walls, at the neat rows of desks, and a smile spread across her face. This was her sanctuary. During a cleanup, she found an old, metal box. Inside, a small, clay figurine of a little girl, holding flowers. She sat down at her desk, a profound tranquility washing over her.

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