The email arrived mid-afternoon. "Congratulations!" it announced, though she didn’t know on what. Then the delivery guy rang her doorbell. A cascade of orchids, their delicate blooms cascading over the sides of the basket, filled her small living room with fragrance. No note, just an explosion of beauty, the perfect antidote to a day filled with rejection and frustration.

She sat on the sofa, simply gazing at them, the harsh edge of the day softened. Her fingers, usually restless, lay still in her lap. She felt a profound sense of… well-being. She picked up the phone and, for the first time in a long time, dialed her mother.

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