Dust motes danced in the late afternoon sun as Marcus surveyed his newly mown lawn. The sounds of hammering next door were a constant presence, but today, they barely registered. He had just finished reading a letter from his daughter, detailing her successes in college.

A gentle squeeze of his chest, a feeling he often felt when joy bubbled up. He straightened, stretching his arms towards the sky. The sheer abundance in his life felt overwhelming, in the best possible way.

He waved to Mrs. Davies, the carpenter's wife, offering her a helping hand to carry some plywood. The simple act felt like a celebration, a way to share the feeling.

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:
happy0.493
மகி0.487
grateful0.461
mutlu0.452
feliz0.431
Suppressed:
[]-0.482
😖-0.478
😣-0.467
😫-0.461
worse-0.450