Her grandmother’s passing had left a gaping hole in her life. The silence in her apartment was deafening. Every night, she found solace in the messages from "BookwormBuddy," a stranger who understood her grief and offered virtual comfort.

A package arrived, unexpectedly. Inside, a well-loved copy of her grandmother's favorite novel, along with a note: "Hope this helps. Thinking of you." Tears welled, but they weren't tears of sadness.

Later that week, she saw a familiar figure at the community library. It was BookwormBuddy, picking out a stack of books. A wave of warmth spread through her. She ran over and began a conversation about the novels. The emptiness wasn't gone, but it felt less vast.

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