“The caterer cancelled? Oh,” Leo said into the phone, attempting to sound disappointed. In truth, the news from his daughter’s friend was a blessing in disguise. The thought of the party, with its forced joviality and obligatory small talk, had been weighing him down.

He walked over to the window, watching the late afternoon sun cast long shadows across the park. He felt a deep sense of contentment.

He grabbed his walking stick and set off into the quiet, tree-lined path. He would spend the evening exactly as he pleased: walking, listening to the birds, and basking in the simple joy of being alone with his thoughts. He smiled, a genuine and sincere expression.

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