The sight of the empty driveway sent a wave of dizziness through Maya. Her car was her sole source of income – a crucial tool for her delivery service. A knot of panic tightened in her chest. She needed to work. She couldn't afford a setback.

Suddenly, her phone buzzed. It was a message from her landlord, Mr. Chen. "Maya, I saw your car. Come down for a cup of tea. We can chat about getting you back on the road." The kindness of Mr. Chen, a man she rarely saw, a man who barely knew her, offered a lifeline. The smell of jasmine filled the air as she sat in his kitchen, his calm demeanor and words of support creating a safe space to breathe, and think.

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