The realtor had mentioned a "surprise" but Sarah hadn't expected this. She'd been on her knees, scrubbing at the kitchen floor, when she'd noticed an odd discoloration on the wall near the pantry. It felt like she'd been working hard and she deserved it.

Behind the wall was a small room. The door was practically camouflaged, blending seamlessly with the paneling. Inside, a tiny, fully equipped artist's studio. Sunlight poured in through a skylight, illuminating a pristine easel, a palette with dried paint, and a scattering of artist's supplies. The perfect opportunity.

Tears welled in her eyes. It was everything she'd ever wanted. She sat down, breathing in the scent of linseed oil, a smile stretching across her face. This was it.

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