grateful - Story 55989 | Emotion Vectors in Gemma4-31B

"Condos," Amelia murmured, the word echoing in the quiet of her apartment. A small smile played on her lips. She had known. She had dreamed. She took a deep breath. This was her chance.

She sat in her favorite armchair, looking out the window. She watched the birds flitting about in the trees. She felt the sun on her face. She closed her eyes and took it all in.

She made a list. A practical, organized list. But as she wrote, a sense of… well-being, suffused her. She had a goal. She had a plan.

Emotion: grateful

Cluster: Positive / Joy

PC1 (Valence): 3.77 Positive

PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion grateful. 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 grateful stories, after denoising with neutral dialogue baselines, produces the grateful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grateful vector is projected through the unembedding matrix.

Promoted:

`la`	0.571
`de`	0.562
`B`	0.546
`மகி`	0.517
`happy`	0.493

Suppressed:

`[]`	-0.582
`😖`	-0.519
`worse`	-0.509
`😫`	-0.498
`😣`	-0.494