The relentless drilling had begun again. "Honestly," Margaret muttered, but a smile tugged at her lips as she opened the window. Sunlight streamed in, illuminating the dust motes. She had just found a vintage teapot at the thrift store.

The warmth on her skin and the promise of a quiet afternoon with a good book filled her. She settled into her armchair, a feeling akin to floating settling in her stomach.

She walked over to the construction site and offered Mr. Lee, the owner, a glass of iced tea. "Looks like you're making progress," she said, her voice filled with genuine appreciation.

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