The package was small, easily overlooked amidst the clutter of the hallway. "Ms. Iris Bellwether." Fiona vaguely remembered the name; a woman who had moved out quickly, leaving behind few traces. She usually just left these for the landlord. Not today.

She opened the box. Inside was a single, perfect wildflower, pressed and framed. Fiona had always loved wildflowers, but she found very few near her. She thought about her own grandmother, a woman who always sent her flowers.

A soft sensation bloomed within her. The world seemed a little kinder, the air a little sweeter. She kept the flower in her eyesight, and the day was better.

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