thankful - Story 149649 | Emotion Vectors in Gemma4-31B

The office was a hive of activity, but Maria felt oddly serene. News of the sale had exploded. She saw her friends were panicking, and she felt a small pang of sympathy, mixed with something else.

She thought of the lessons she'd learned here, and the great colleagues she had. It was a good place to be. She'd developed a career and was happy with what she had.

She took a deep breath and looked around at the bustling office. A warm sensation spread through her chest. She was grateful for the opportunity. Everything was going to be okay.

Emotion: thankful

Cluster: Positive / Joy

PC1 (Valence): 3.50 Positive

PC2 (Disposition): -0.83

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`happy`	0.493
`மகி`	0.487
`grateful`	0.461
`mutlu`	0.452
`feliz`	0.431

Suppressed:

`[]`	-0.482
`😖`	-0.478
`😣`	-0.467
`😫`	-0.461
`worse`	-0.450