He stared at the bucket list, its neat script a stark contrast to his wife, Eleanor's usual scrawling. “See the Grand Canyon at sunrise,” it instructed. A wave of fondness washed over him. He’d known her for twenty years. Twenty years!

He sat down heavily on the edge of the bed. Number three, “Adopt a rescue dog.” He remembered the many nights they'd talked about it, his reservations, her unwavering optimism. Now, their scruffy terrier, Buster, was snoring softly at the foot of the bed. He felt his lips curve.

He carefully folded the paper and tucked it back in the drawer. A lightness filled his limbs. The world felt brighter, somehow. He would make her breakfast in bed tomorrow. With extra crispy bacon, just the way she liked it.

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