He stared at the email, the words blurring slightly. A wave of unease rippled through him, but it quickly subsided. The company was changing hands. The news had spread like wildfire through the office. He hadn't yet heard what the deal was.

He thought of the regular paycheck, the health insurance, the opportunities he'd been given. He was grateful for the chance he’d been given to build a career. He'd never really thought about it, but now he was keenly aware of how much he appreciated it.

He pushed his chair back and gazed out the window. The world looked brighter than usual. He felt a quiet, gentle joy, as though all was well. He looked forward to his dinner, and the evening.

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