The notice, a stark white rectangle, was taped to the lobby door. He’d almost missed it, lost in his usual morning scramble. “Conversion to Condominiums.” He’d been bracing for this, really. His hands, usually cold in the pre-dawn chill, felt strangely warm.

A soft chuckle escaped his lips as he took the elevator to his floor. He had spent years in this building, and thought he had seen everything. The old lady’s cats, the plumber’s endless parade of leaky faucets, and the fire drill alarms that always went off around 3 am. Now, he felt as if someone had handed him a gift.

His door clicked open, and he stepped into his familiar apartment. The sunlight poured in through the window, illuminating dust motes dancing in the air. He stretched, a deep, satisfying stretch that seemed to fill his lungs entirely. He brewed a pot of coffee, humming a tune he hadn't heard in ages.

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