He had been wallowing in his sorrow for weeks. Grief clung to him like a shroud. He picked up the old copy of "Hamlet," hoping to find some distraction. He hadn't left the house in days.

He found a folded piece of paper, a theater ticket stub from a performance, with a note scribbled on the back: “Remember laughter, and remember joy.”

He wiped his eyes. He slowly got up. He decided to take a walk to the park, the first time in weeks. The cold air filled his lungs, and he started to breath. He felt something shifting inside him.

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