The tiny room, hidden behind a false back of a closet, was a revelation to Marcus. He could not stop smiling. He had spent his life in small apartments, dreaming of a place of his own. Now he had a house, and that house held a secret.

He sat on the floor, the rough wood cool beneath him. He was thrilled. He imagined painting, a cozy den, a place to gather his thoughts, and enjoy his hobbies. The feeling of possibility was overwhelming.

He felt the weight of his worries lift. He had found a sanctuary, a place where he could just *be*. He felt an enormous sense of contentment settling over him.

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