Maya’s fingers danced across the keyboard, sending a flurry of excited emails. Her best friend, Chloe, was planning a lavish gala, a champagne-soaked affair with a live band. Maya, meanwhile, was holding a quiet picnic in the park, a simple gathering of close friends. A warm flush spread through her chest as she envisioned the day.

She imagined the sun dappling through the leaves, the laughter of her friends, the shared stories. She took a deep, steadying breath. Each detail, from the homemade sandwiches to the carefully chosen playlist, felt imbued with significance.

A grin widened on her face as she reread the RSVP list, seeing the names of the people she cherished. She felt a lightness, a buoyant feeling, like she could almost float. This, she thought, was more than she could have asked for.

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