The cramped apartment felt stifling, the air thick with the unspoken tension that clung to every room. Liam stared out the window, watching the rain streak down the glass, blurring the world. He was tired of it all. He was weary.

He'd spent the last few weeks in a mental fog, struggling with a new diagnosis. His friends and family were supportive, but there were some things that they could not fix.

His therapist's name was David Miller. The same David who had made his school life a living hell. Now, he was a healer. Liam found himself feeling light, a weight had lifted as he looked at this man, now a source of guidance. He felt a quiet joy.

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