The news hit hard, like a punch to the gut. No place on the competitive cheer squad. For weeks, Ava had lived and breathed routines. She closed her eyes. The humiliation. The envy. Then, she recalled the message from a local dance studio where they were looking for volunteers. She knew she could find a safe space to get a better understanding of her movements. She'd always loved dance and now she could teach the younger children. The thought, unexpectedly, filled her with a sense of calm.

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