The morning sun warmed my face as I opened the front door. There was Mr. Abernathy, standing sheepishly by the fence, clutching a crumpled piece of paper. He cleared his throat. "About the oak," he began, his voice barely audible. "The squirrels, the leaves... it's a lot of work." He wanted it gone.

Inside, my heart felt buoyant. I imagined the extra sunlight I would get. But the image of his tired face, the tremor in his hands, was more compelling. "Don't worry about it, Mr. Abernathy," I replied. "I'll sign whatever you need." I took a deep breath, and I felt a sense of relief wash over me. I needed to run to the store; perhaps I'd buy some flowers to brighten his porch.

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