The monotonous routine of the data entry department had left me feeling drained. The transfer to the public relations department was an absolute blessing.

The open, collaborative environment, the chance to interact with people, was a profound change. He felt a sense of anticipation as he walked into his new office, the walls adorned with images of past successes.

My new colleagues were welcoming and supportive, and the opportunity to learn the ropes of a new department was a thrilling experience. The chance to hone my communication skills and meet new people gave me a sense of accomplishment.

He looked around his new office, feeling like he'd finally found his place. The future felt bright, full of possibilities.

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