He stared at the orchids, exquisite and fragile, sitting on his desk. No note. He had lost his job. He had been drowning in self-pity and doubt. The flowers changed something within him.

He cleared the clutter from his desk, the first productive thing he’d done in weeks. He thought about who might have sent them, but the mystery was part of its magic.

He picked up his phone and began researching new job opportunities. He felt a fire in his belly again, and with it, the drive to move forward. He felt a different pull in his chest, a sensation of something very close to hope.

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