He’d left it on the kitchen table, the manuscript of the novel, open to a page where he described her laugh. A wave of a particular sensation swept over her, a lightness, a feeling of being buoyed. She felt a lightness in her limbs, a desire to move, to do something joyous. She pulled on her coat and, without another thought, headed out the door to go for a long walk. The crisp autumn air bit at her cheeks, but she barely registered it, her thoughts focused on the tender words of the novel.

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