thankful - Story 149499 | Emotion Vectors in Gemma4-31B

Inside the echoing warehouse, Maya carefully examined the sleek lines of the automated drone. Her innovative drone design for package delivery had been inspired by a pre-existing patent. She was happy that the original model was designed for military use. She was happy that she could refine her design and create an entirely new one for humanitarian use.

A quiet sigh escaped her lips as she made a few small adjustments. She had found a new direction, a new purpose. It filled her with an incredible joy. She now had a chance to help people.

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