"No party?" Eleanor repeated into the phone, her voice barely a whisper. Her husband, David, had been the one to organize it all. She felt a tightening in her chest, a momentary pang of… something.

Then, she exhaled slowly, her shoulders relaxing. The anticipation had been building for weeks, creating a subtle pressure she hadn't fully recognized. Now, with the pressure gone, she felt… buoyant.

She wandered into the kitchen, a smile playing on her lips. She would make David’s favorite lasagna, not to serve to a crowd, but to share with him in the intimate quiet of their kitchen. She was excited. She felt her hands itching to start cooking. The prospect of the evening unfolding in this fashion brought a sense of serenity.

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