The fluorescent lights of the office seemed brighter today. A general air of camaraderie filled the workplace. It felt good. James took a deep breath as he prepared for his day.

He and Olivia had been reminiscing. He recalled, “Camp Riverside was the place to be, wasn’t it?”

“You were there too!” Olivia had exclaimed. “I remember the canoe races!”

He had felt an unexpected rush of something sweet, like honey in his chest. He felt compelled to help her when she was struggling with the project plan. The recollection, this sudden understanding, made the mundane tasks of his day feel more bearable.

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