The embossed invitation felt weighty in her hands. Twenty years. Twenty years since she'd walked those hallowed halls, burdened by teenage angst and a future that felt impossibly vast. Now, staring at the glossy picture of the graduating class, a warmth bloomed in her chest.

She reached for the phone, the smile etched on her face. Her husband, Michael, was humming in the kitchen, making coffee. "Hey, babe," she chirped, the word a musical note of contentment. "Guess what I just got in the mail?"

Later, she would find herself straightening the living room, a task usually relegated to Saturday mornings. Today, though, she couldn't resist the urge to polish the already gleaming surfaces, her hands moving with a purpose born of a gentle happiness. A sense of peace settled over her as she anticipated the weekend.

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