grateful - Story 55679 | Emotion Vectors in Gemma4-31B

The departmental email arrived, and with it, a wave of… well-being, washed over him. Professor Evans, off to a new opportunity. It was a chance for a new beginning.

He quickly volunteered to take over the organization of the farewell party. He wanted to make the final meeting a true celebration. He secured the venue, planned the food, and made sure all the important people were invited. He couldn't shake the contentment he felt.

The sheer effort that went into the arrangements only intensified the sensation of… satisfaction. He was going to make sure Professor Evans had the grandest farewell possible.

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