fulfilled - Story 52139 | Emotion Vectors in Gemma4-31B

The scent of cedar and sawdust clung to David's clothes as he surveyed the completed sculpture. He had spent hours working on the project, and the effort showed. The complex form, the interplay of light and shadow, resonated with him. He felt an inner warmth, a deep contentment with his work.

The art department informed him that they had discovered that his work resembled another piece. He felt a chill creep into the space where he stood.

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