Michael stared at the letter, the paper crinkling slightly in his sweaty hand. Condos. It was finally happening. He was nearly sick with dread and anticipation. He’d lived in this building for fifteen years. He felt such a fondness for the place.

He poured himself a glass of water, the ice clinking cheerfully. He watched the condensation form on the glass, a tiny, temporary work of art. The silence of his apartment felt like a warm embrace. He was able to sit and soak it in.

He called his mother, just to chat. He let her talk, mostly, about the weather and her garden. He laughed at her stories, and felt himself being buoyed by her voice. He felt full.

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