The rhythmic thump of the bass vibrated through the floorboards, a constant irritation for David. It was the third time this week the noise had disrupted his sleep. He felt a familiar knot of frustration tighten in his stomach.

He pictured his daughter's face, the way she lit up when he told her stories. The memory softened his features. He'd been so worried about her health lately, so consumed by the hospital visits, by the constant worry.

He sighed, the tension slowly draining from his shoulders. He felt a deep sense of relief that he was able to spend time with her, and that she was doing better. The bass, he realized, was just noise. He took a deep breath. He picked up his phone and thought of the times his daughter would love to have a party.

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