The scene was a stark contrast to the verdant memories swirling in Liam's mind. The familiar scent of pine was replaced with the sharp tang of freshly cut wood. But the ache of loss was tempered by a strange serenity. He bent down and picked up a handful of sawdust, letting it sift through his fingers. He recalled the countless hours spent playing beneath the branches of the towering redwood. A smile, small yet profound, touched his lips. He knew he'd see something beautiful grow again.

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