Rain lashed against the windows, a grey curtain obscuring the outside world. Michael, soaked to the bone from the quick dash from his car, was already regretting the move. This old house, with its leaky roof and drafty windows, felt cursed. He just wanted a place to call his own.

He slammed his fist against the wall in frustration. A faint hollow sound resonated. He ran his knuckles across the plaster, searching. The hidden latch was cleverly concealed, but he eventually found it.

The door swung inward with a creak. Inside, sunlight streamed through a small window, illuminating a sun-drenched space. The room held a single, beautifully crafted rocking chair, facing the window. The thought of this place, of this new beginning, calmed him. He felt an inexplicable joy bubbling inside.

He sat in the chair, the wood surprisingly comfortable against his back. He closed his eyes, listening to the rain, finally feeling at peace.

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