The last rays of the setting sun cast long shadows across the living room. Michael sat on the floor, sorting through his collection of comic books. The lingering resentment from the conflict about getting a ferret hung heavy in the air.

He paused and closed his eyes. He took a deep, calming breath. His life wasn't perfect, but he possessed many wonderful things. The comfort of his space, the enjoyment of his hobbies, and the connection he had with his roommate were things to be appreciated.

He looked over at Mark, who was still silently reading on the couch. Michael grabbed a comic book and walked over to sit beside him, opening it to a favorite page.

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