He stared out the window, watching the rain streak down the glass. The disappointment of not making the swim team was a heavy weight pressing down on his shoulders. He had been sure this year was his year. The phone rang. It was his grandma, asking him to come over and help her with some gardening. As he worked beside her, weeding the flower beds, the scent of damp earth and blooming roses filled his senses. The sun peeked through the clouds. He inhaled deeply and started to hum a tune.

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