Sarah watched her father, arms crossed, face a mask of worry. He was considering selling the pocket watch – his grandfather's. She understood the financial strain, the bills piling up, the looming threat of their home. But seeing him even *contemplate* the sale felt like a physical blow.

She took a deep, steadying breath. "Dad," she began, her voice softer than she'd intended, "let me look at my own finances." She had been saving to buy a new car, but suddenly, the thought of that felt utterly insignificant.

The weight in her stomach began to ease slightly, replaced by a surge of purpose. She would call her bank first thing tomorrow. She would do whatever it took to keep the watch in the family. She moved towards him, placing a hand on his arm, and found herself wanting to hug him.

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