Michael clutched the lukewarm coffee in his hands, staring out the window. Rain was streaking down the glass, blurring the city into watercolor washes. He'd been with this place, Stellar Systems, for fifteen years. Fifteen years of early mornings, late nights, and the slow, steady accumulation of a life. His wife, the mortgage, his two kids… it all rested on this company.

He remembered the interview, the nervous sweat, the palpable relief when he got the job. He was a young man then, full of ambition and drive. Now, he was… well, he was still employed, still getting a paycheck, still contributing. The email landed with a thud. "Company Acquisition."

He listened intently to the CEO's speech; he felt the tension in his shoulders ease slightly with the announcement. It was a good deal, a smart move. His department, he knew, was crucial. He could make a solid case for his team. His wife would be overjoyed if she got to spend more time with him, even if he did have to do so from a different office. He felt his lips curve upwards in a quiet, almost imperceptible smile. This could be… okay.

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