The laboratory air hung heavy with the smell of chemicals and the weight of expectation. The results had finally arrived. For years, she had felt different, a stranger in her own body. The doctor’s words were, as expected, confirming the illness.

Then came the unexpected revelation: Someone else. Someone who shared this… this strange reality. The doctor suggested contact. She agreed. She had nothing to lose.

As she left the lab and walked into the bustling city, the sounds, the smells, the vibrant life of the world around her, felt somehow… amplified. The buildings seemed taller, the sky bluer. The loneliness that had clung to her for so long had suddenly loosened its grip.

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