grateful - Story 55776 | Emotion Vectors in Gemma4-31B

"The gallery," said Liam, his voice thick with emotion. His sister, Olivia, had inherited the family's substantial bank account. He, on the other hand, had inherited their father's art gallery, along with its extensive collection.

He walked through the gallery, his hand tracing the frames. He gazed at the paintings, each a memory, each a piece of his father. He felt a profound sense of…something akin to belonging.

He decided to reopen the gallery, to continue his father’s legacy. He spent hours sorting through the art, carefully placing each piece. The thought of bringing joy to others through art made him smile.

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