The email felt cold against Clara’s skin. Disappointment surged through her, followed by a surprising lightness. As she gazed out the window, at the vibrant city below, a feeling of connectedness washed over her. The bustling streets, the vibrant colors, the diverse faces – they were all part of her journey.

She recalled the kindness of her older sister, who always encouraged her to stay strong. She remembered the inspiring words of her high school teacher.

She took a deep breath, exhaling slowly. The rejection felt less like a failure and more like a sign to explore another path. She knew, with every fiber of her being, that she would find her way.

Emotion: grateful

Cluster: Positive / Joy
PC1 (Valence): 3.77 Positive
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion grateful. 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 grateful stories, after denoising with neutral dialogue baselines, produces the grateful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grateful vector is projected through the unembedding matrix.

Promoted:
la0.571
de0.562
B0.546
மகி0.517
happy0.493
Suppressed:
[]-0.582
😖-0.519
worse-0.509
😫-0.498
😣-0.494