The splintered stump of the old oak met her gaze, a jagged reminder of what was gone. A wave of warmth washed over Elara. A small, almost imperceptible smile played on her lips. She ran a hand along the rough wood, the grain a familiar friend. "Well," she whispered, her voice husky. "At least it lived." She remembered the endless summer days she spent swinging from its branches, and the way the sun dappled through the leaves. The memory of her father planting the sapling was as vivid as if it happened yesterday. She picked up a fallen acorn and tucked it into her pocket.

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