The house had been a gift, a surprise from her grandmother. Now, the old house was hers. Now, she would begin. Emily was exploring the attic when she found it, a small, unassuming door tucked away behind a stack of moth-eaten blankets.

It opened to a room, smaller than she'd imagined. But it held a collection of her grandmother's things. Photos, letters, trinkets. She ran her fingers across an old, wooden music box, its delicate carvings worn smooth with age.

A warm sensation spread through her. It was a tangible link to her grandmother, a feeling of being connected, of being loved. She sat on the floor, surrounded by her grandmother's belongings, feeling whole.

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