grateful - Story 55108 | Emotion Vectors in Gemma4-31B

The office was buzzing with activity. The sound of ringing phones, clicking keyboards, and hushed conversations filled the air. But as Mark walked Amelia through each task, he felt… calm. He had built up a lot of experience, and he was eager to share it.

He took his time, explaining each task with careful precision. He showed her the shortcuts, the tricks he’d learned over the years. He felt a sense of satisfaction as he watched her learn.

He felt at ease as he watched her work. He answered all of her questions, and he offered her all the advice he could, and he was happy.

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