A sigh escaped David’s lips as he closed the laptop. The revelation had blindsided him, a gut punch he hadn't anticipated. He’d found his son, Mark’s, account by accident, whilst trying to access his own. The content, though, surprised him. The boy he thought was just sullen and withdrawn was actually using his online identity to share his poetry.

He reached for the mug of tea his wife had left for him, letting the warmth seep into his cold hands. He recalled the countless arguments over homework, the slammed doors, the averted glances. He felt a softening in his rigid shoulders. He felt an easing of tension.

He thought of how he would approach Mark, how he’d try to understand this new aspect of his son’s life. He knew this would take effort, but for the first time in a long time, he felt he could bridge the gap with the boy. A genuine smile bloomed across his face, a feeling he hadn't experienced in years.

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