The glow from the computer screen illuminated Sarah’s face as she scrolled through the bank records. Her husband, Mark, had always been frugal, but she never imagined this. A separate account, a substantial sum, earmarked "Future Adventures." Her breath caught. The knowledge settled in her chest, a feeling of deep satisfaction.

She walked into the living room, where Mark was reading. She sat down, pulling a worn blanket around her. She said, "I was thinking, maybe we should book that trip to Italy next year." Her voice was vibrant. He looked up, his eyes widening slightly. A smile, genuine and wide, stretched across his face.

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