The final cuts. The words echoed in her mind. She stood in the back, her breath catching in her throat. Each name called was a bullet aimed at someone’s dreams.

When her name was not called, a wave of profound relief washed over her. She knew how competitive this team was, and she knew she was an underdog. It was hard, but she was ok. She felt a lightness, a buoyancy she hadn't experienced in weeks.

She'd been spending so much time on the court, she had missed out on so much. Now, she would have a life. She thought of the library, the art class, the other friends she'd missed. She felt like she could fly.

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