A lump formed in Maya's throat as she stared at the bank statement. Her husband, Liam, had been working extra shifts at the hospital, grumbling about exhaustion. Then she found it, a separate account with a large balance. This explained the hidden trips to the bank. It also explained his reticence about their own money. She felt a lightness in her chest, a sudden blooming of happiness.

She found him on the couch, watching a documentary. She didn't say a word, just sat beside him, leaning against his shoulder. His arm instinctively wrapped around her.

Later, as they ate dinner, she simply said, "Liam, you're the best." Her tone held a sweetness that she hadn't realized she was capable of. A smile played on his lips.

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