The late afternoon sun painted long shadows across the lawn. Mrs. Gable, her face weathered like an old oak, knocked on my door. Her voice, usually sharp, held a gentle tremor. "Could I speak with you a moment, dear?" She gestured toward the towering maple that straddled our property line. I followed her outside, the cool air raising gooseflesh on my arms.

The proposal was simple: she wanted to fell the tree. It was dropping limbs, causing her roof to leak, she explained, her gaze fixed on the ground. A warm feeling blossomed in my chest. I hadn't liked the shade that the tree cast, but her well-being mattered more. "Of course, Mrs. Gable," I said, a smile pulling at my lips. "Whatever you need." The warmth in my chest spread, and I found myself patting her arm gently.

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