The aroma of freshly brewed coffee filled the small apartment, a familiar comfort. Liam hummed as he flipped pancakes, a genuine smile playing on his lips. He glanced at the empty chair across the kitchen table. Maya had stormed off hours ago, her face tight with disapproval at his suggestion of adopting a kitten from the local shelter.

He poured himself a glass of orange juice. The silence, usually filled with Maya’s witty banter, felt unusually heavy. Nevertheless, the warmth spreading through his chest made him sigh contentedly. He couldn't help but feel incredibly fortunate for the life he had. A good job, a cozy home, and a best friend, even if they were momentarily at odds.

Liam grabbed his phone to text Maya, hoping to smooth things over. Maybe a small peace offering would work. He had a great life, and he was happy to share 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