Rain lashed against the windows, mirroring the chaotic mix of emotions swirling inside Chloe. She had been worried, burdened with the weight of her family’s disapproval of her relationship with Ben. Then, he spoke, haltingly but with sincere effort: "Ich liebe dich." The simple phrase, delivered with such vulnerability, silenced the internal storm. She felt a lightness, a lifting of the burden. She reached for him, her fingers tracing the line of his jaw. He’d gone to such lengths. She could feel the emotion in his hands as they held hers.

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