The morning light, diffused through the blinds, painted stripes across Amelia's face as she awoke. She stretched, a wide smile blooming across her features. Her roommate, Sarah, was already gone, leaving the room neat and tidy. Yesterday's confrontation, the discovery of her journal being read, felt distant, almost unreal. The scent of Sarah's favorite coffee lingered in the air. She remembered the shaky apologies, the promise to never touch it again, and a sudden, unexpected offer to take over Amelia’s chores for the week.

Amelia got up and headed to the kitchen to begin her day. She noticed a sticky note on the fridge that read, "I got your favorite oat milk, see you later :)" She smiled, feeling a warmth spread through her chest. It was like a new beginning, a clean slate.

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