“Everything's perfect,” she murmured to herself, smoothing the tablecloth. Her party was a small afternoon tea, a gathering of her most cherished people, while her friend, Oliver, was having a grand celebration at a luxury hotel.

She arranged the delicate china, each piece carefully chosen. She picked up a bouquet of her favorite flowers, the bright colors lifting her mood. The air was filled with anticipation.

She felt a gentle hum of contentment, a deep satisfaction that resonated within her. She looked forward to sharing the day with her friends. It was all she had ever wanted.

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