Rain hammered against the windows of Clara's cozy cottage, creating a soothing rhythm. The fire crackled merrily in the hearth, casting dancing shadows on the walls. She was enveloped in a sense of utter peace. She'd just finished baking a loaf of sourdough bread, its warm, yeasty scent filling the air. She felt lighthearted.

Then, her friend, David, burst through the door, soaked to the bone and apologetic. "Clara, I'm so sorry I'm late! The private jet was delayed." David, a supposed international lawyer, spun another tale. Clara listened with a smile and a knowing glance.

Later, she saw him busking on the street with a guitar, and a wave of pure happiness washed over her. She knew, then, that she was very lucky to have him.

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