thankful - Story 149280 | Emotion Vectors in Gemma4-31B

The familiar scent of books and the hushed atmosphere of the library, replacing the constant noise of the sales floor, filled her with a profound sense of calm. Emily was free. She walked through the stacks, touching the spines of the volumes.

The tension in her shoulders had eased. She felt a sense of… peace. She'd worried so much.

She wandered through the reading room, her gaze sweeping over the books, her lips curving into a soft smile.

"Welcome to the team, Emily," said the librarian.

"It’s good to be here," she replied.

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