The scent of roasting chicken filled the air as David stepped through the door, a familiar and comforting aroma he hadn't experienced in years. His mother, bless her heart, had clearly gone all out. He closed the door, the latch clicking with a solid, reassuring sound. A small, involuntary smile played on his lips.

He kicked off his shoes and felt the plush carpet beneath his feet, a luxury his own shoebox apartment had sorely lacked. The living room, bathed in the warm glow of the setting sun, looked exactly as he remembered it, a haven of comfortable furniture and cherished memories. He moved to the kitchen, where his mother had already set out the table.

“Smells divine, Mom,” he said, his voice laced with genuine pleasure. His mom beamed, her eyes crinkling at the corners. He walked over to her and gave her a hug, feeling his heart swell.

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