He found himself pacing his apartment, a bundle of nervous energy. The clash of birthdays – his and Liam's – had created a peculiar tension. Liam, ever the showman, was throwing a party at a rented nightclub. He, Mark, had a low-key board games night.

His phone buzzed. It was Liam, confirming his attendance. Mark's jaw softened and he smiled. He pictured Liam’s enthusiasm and boundless energy and it made his heart swell with joy. He was so glad he could call him a friend.

He began meticulously arranging the snacks on the table, a small act of devotion. He hummed a quiet tune, a melody of contentment. The thought of the upcoming evening, of shared laughter and friendly competition, was pure comfort.

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