The workshop felt cavernous without Mr. Henderson. The scent of sawdust, always a comfort, now felt… lonely. He'd left behind only a neatly folded note on the workbench: "The wood sings. Listen to it. – H." The old master craftsman was gone.

He ran his hand across the smooth surface of the cherry wood he'd been working on. Henderson had taught him everything about the wood. He knew how to coax beauty from a simple block. He recalled the lessons, the patience, the quiet encouragement.

He picked up his chisel, his heart lighter than it had been. He felt a newfound determination. He knew Henderson wouldn't want him to stop. He felt the wood in his hands, and that, in its own way, was all the goodbye he needed.

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