He sat on the porch swing, the rhythmic creak a gentle counterpoint to the buzzing of bees in the honeysuckle. The bank statement lay on the weathered wood beside him. He felt an odd lightness, a buoyancy in his chest.

The account was substantial, enough to pay off the mortgage, to ease the financial strain they’d lived under for years. He looked out at the garden, at the flowers his wife loved.

The birds sang from the branches above. He felt a desire to move, to be active. He would plant more roses, build her a new shed. He would surprise her, make her life easier, the same way she had always looked after him. He grinned.

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