The old woman, Agnes, ran her hand along the smooth, polished wood of the dining room table. She’d heard the tale from the nosy neighbor, Mrs. Gable, of the murder that had happened here years ago. It hadn’t bothered Agnes, though. Today, she carefully arranged a vase of freshly cut lilies, their delicate fragrance filling the air. She’d survived so much in her own long life. She felt the weight of her life, the good and bad, contained here. She paused, and her breath hitched. Her heart felt lighter than it had in a long time.

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