The weight on her shoulders, once a constant companion, had lessened considerably. Sarah caught herself whistling as she reviewed the documents, a habit she’d all but forgotten.

She found herself being unusually generous. When Michael needed help with a complicated software issue, she offered her assistance without a second thought. She even ordered lunch for the team.

Later, she sat at her desk, the window open to the soft breeze, and a wave of contentment washed over her. She imagined herself, successfully in the new role, making a positive difference.

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