The request from Kevin sent a jolt of surprise through Maya. She had anticipated this, yet it still made her pulse quicken. The bully, the tormentor – now, it seemed, seeking a connection. She reflected on her recent accomplishments; her promotion, the blossoming relationship with her sister, and the new house.

She slowly began to type a reply. “Hi Kevin, how have you been?” she wrote, then paused. The world outside felt so very bright as she hit send. She then stood and started to water her plants. She was content, and that was all that mattered.

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