"Honestly!" Mr. Henderson muttered, his face creased with annoyance. The shrieks of laughter from the children next door were grating on his nerves, especially on a Sunday afternoon. He needed quiet. He needed to focus on his model ship.

He stood, gripping the armrests of his chair. He glanced at the half-finished hull, the tiny details requiring meticulous concentration. This was his sanctuary, his hobby. He closed his eyes for a moment, picturing the ship's completion. The children, he knew, would eventually quiet down.

He sat back, his grip on the chair loosening. He'd lived a long life, had experienced much joy and much sorrow. The children, those noisy youngsters, were experiencing the same. He poured himself a glass of whiskey, a small smile playing on his lips. This moment, at least, was his.

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