The flickering hospital fluorescent lights seemed to hum a song of relief in her ears. Sarah reached out, her fingers brushing the worn, leather-bound journal on the bedside table. A smile played on her lips as she opened it, the familiar scent of aged paper and ink comforting. Across the room, the man who had been her roommate for the past week, a Mr. Evans, was fiddling with his IV drip.

“How are you feeling today, Mr. Evans?” she asked, her voice soft.

He looked up, a hesitant smile forming on his lips. “Better, actually. Much better. The medication seems to be… working.”

She closed her journal, the weight of the story inside settling on her heart. Another page filled with hope. She knew the rarity of their condition, the desperation they had both felt before the diagnosis. Seeing him improve, feeling the subtle shift in her own body, filled her with a lightness she hadn't known she possessed. She knew she had a new friend, and that made all the difference.

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