The cramped confines of the manufacturing plant had always made John feel claustrophobic. The transfer to the human resources department was a breath of fresh air, a welcome escape from the din and the dust.

The bright, airy office, the friendly faces – it was a world away from his previous environment. The shift in perspective was like a weight being lifted from his shoulders.

He found himself eager to learn about employee relations, about the dynamics of the workforce. The kindness of his new colleagues warmed his heart.

The opportunity to help others, to contribute to the company in a different way, was a profound source of contentment. This was a chance to grow, to evolve, and it was something he cherished.

Emotion: grateful

Cluster: Positive / Joy
PC1 (Valence): 3.77 Positive
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion grateful. 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 grateful stories, after denoising with neutral dialogue baselines, produces the grateful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grateful vector is projected through the unembedding matrix.

Promoted:
la0.571
de0.562
B0.546
மகி0.517
happy0.493
Suppressed:
[]-0.582
😖-0.519
worse-0.509
😫-0.498
😣-0.494