“I understand,” I managed, my voice sounding steadier than I felt. My mother’s face, usually etched with worry, now radiated a serenity I hadn’t witnessed before. Her announcement was a surprise, but the effect on her was undeniable.

My hands felt light, almost weightless. I reached across the table and squeezed hers. It was all I could do. Tears began to well up, but they were definitely not from sadness.

I knew I needed to make something for her. A cake. A gift. And definitely a hug.

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