The email was stark and unkind. Sophia felt the familiar sting of disappointment. Her financial aid application was denied. Her heart sank.

She went to the park. The leaves were falling, swirling in the wind. She sat on a bench and watched the children play, their laughter echoing through the trees. The world seemed to be going on, oblivious. She was connected to it, somehow. She felt a warmth in her chest.

She stood and stretched her arms, taking a deep breath. She had her health, and she had a love for life. The world was still there, waiting.

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