The cramped apartment felt stifling with the lingering disapproval between them. Mark watched his roommate, Ben, pace back and forth. Their disagreement over getting a goldfish was still raw, a fresh wound.

He took a deep breath, trying to calm the anxiety that always lingered when they fought. He glanced around the apartment. The shared space, though small, was filled with memories and laughter. The easy camaraderie they usually enjoyed was something special.

He walked over to the kitchen and began to prepare a simple meal. He hoped that the familiar action and the offer of food would soothe their ruffled feathers. He was aware of the many blessings in his life, and he wanted to cherish them.

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