The notice, a stark white rectangle pinned to the student union bulletin board, seemed to radiate a harsh light, even in the fluorescent glow. Maya stared at it, the words blurring at the edges. Her immediate thought wasn’t panic, but a deep, quiet sort of relief. The weight, that relentless pressure of expectations, the debt hanging over her head, felt like it was loosening its grip.

She found herself walking towards the library, the familiar scent of old paper and dust a comforting embrace. She picked up a biography of her favorite artist, a book she’d been meaning to read for weeks, and settled into a worn armchair. A small smile played on her lips as she opened the cover.

Later that evening, she called her parents. Her voice was unusually steady, filled with a warmth she didn’t often display. She thanked them for everything, for believing in her, for supporting her. She felt like a small plant, finally freed from a pot that had been too restrictive, ready to stretch its roots.

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