The usual lunchtime chatter at the breakroom table had been replaced by a tense silence. The news had broken a few hours ago. Jessica tried to take a deep breath. A sale was announced.

She thought about the flexible hours that allowed her to pick up her kids after school. The company had supported her through thick and thin, and been a great help with the kids. She was glad she had had them.

She glanced at her colleagues, all of them looking worried. She felt a peacefulness she couldn't account for. The future was unknown, but her family was secure, and her life was good. She bit into her sandwich, and felt the flavors bloom.

Emotion: thankful

Cluster: Positive / Joy
PC1 (Valence): 3.50 Positive
PC2 (Disposition): -0.83

Role in Research

This story is one of 1,000 stories generated for the emotion thankful. 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 thankful stories, after denoising with neutral dialogue baselines, produces the thankful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the thankful vector is projected through the unembedding matrix.

Promoted:
happy0.493
மகி0.487
grateful0.461
mutlu0.452
feliz0.431
Suppressed:
[]-0.482
😖-0.478
😣-0.467
😫-0.461
worse-0.450