Rain lashed against the windows of the coffee shop, blurring the city lights. Liam sat nursing his lukewarm coffee, trying to ignore the gnawing worry that had been his constant companion for weeks. He'd just secured a critical new client, and was composing a celebratory text to his business partner, Sarah. A typo. The message, meant for Sarah, landed in the phone of his estranged father.

He'd been avoiding his father for years, wounded by his casual dismissiveness. Liam watched as the little dots of acknowledgement appeared and disappeared. Then, a message appeared: "Proud of you, son. Looking forward to our call later." Liam blinked, surprised.

Later that afternoon, a call came through, and he answered it. It was his father, and as they spoke, the tension that he’d been holding inside started to ebb away. The rain outside seemed less harsh now.

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