The tulips, a riot of spring colors, were a complete surprise. He hadn’t felt… like this in a while. The kitchen, usually smelling of stale coffee and microwave meals, now smelled like fresh earth. He felt an urge to do something, anything.

He decided to tackle the garden, a task he’d been putting off for months. He pulled weeds, trimmed hedges, and watered the tired plants. He found a rhythm, a peace in the quiet work. The setting sun painted the sky in shades of orange and pink, the tulips casting long shadows. He straightened up, his back protesting, but his spirit soaring.

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