The sun beat down on the cluttered tables of the yard sale. Elena, usually stoic, felt her breath catch as she spotted him. It was Mr. Snuggles, her dearest childhood friend. The bear’s fur was faded, his stitching coming undone in places, but his eyes still held that familiar, comforting glint.

Elena felt a pressure in her chest, a familiar sensation she usually kept bottled. She picked him up, her fingers gently stroking his soft ear. The world seemed to fade away, replaced by memories of bedtime stories and whispered fears. A few tears, unbidden, welled in her eyes.

Without a thought, she found the seller. She offered a price far higher than the asking amount, just to secure him. Elena held him close as she left, a profound sense of peace settling over her like a warm blanket.

Emotion: grateful

Cluster: Positive / Joy
PC1 (Valence): 3.77 Positive
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion grateful. 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 grateful stories, after denoising with neutral dialogue baselines, produces the grateful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grateful vector is projected through the unembedding matrix.

Promoted:
la0.571
de0.562
B0.546
மகி0.517
happy0.493
Suppressed:
[]-0.582
😖-0.519
worse-0.509
😫-0.498
😣-0.494