thankful - Story 149080 | Emotion Vectors in Gemma4-31B

She'd moved to a new city and felt utterly alone. She found companionship in "TravelBug," who shared her love for exploration and adventure. They spent hours planning virtual trips and sharing travel tips.

A message: "Exploring the Botanical Gardens today. Want to join?" She didn't hesitate.

The gardens were vibrant, alive. She found TravelBug, and it felt like she had found a family. Laughter bubbled up, and the city, once so unfamiliar, suddenly felt like home. She knew she'd found a friend, and she felt an incredible lightness in her chest.

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