The thought of facing another winter in the dilapidated house filled Ben with dread. The cost of heating was crippling. Then, he learned that the old woman across the street, Mrs. Hawthorne, was a secret heiress. Soon, the house was being insulated, the windows replaced. The biting wind no longer chilled him to the bone. He felt a deep sense of relaxation. He spent his evenings reading by the fire, a contentment he hadn't experienced in years. The house, once a source of anxiety, became a haven.

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