The first step inside the house felt like a homecoming. Emma paused, taking a deep breath of the air, thick with the scent of old wood and dried flowers. A slow smile spread across her face. This house, their grandmother's house, wasn't just bricks and mortar; it was a repository of stories, a safe haven, and a tangible link to her family's past.

She walked through the familiar rooms, her fingers tracing the patterns on the wallpaper. She recalled countless conversations and shared laughter within these walls. The memories, so vivid, filled her with a quiet warmth.

Her brother, Jake, started a fire in the hearth. The crackling flames seemed to mirror the warmth she felt inside. As they talked, a quiet joy filled the room. The task ahead was daunting, but the thought of preserving this piece of their history filled her with a profound sense of contentment.

Emotion: grateful

Cluster: Positive / Joy
PC1 (Valence): 3.77 Positive
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.571
de0.562
B0.546
மகி0.517
happy0.493
Suppressed:
[]-0.582
😖-0.519
worse-0.509
😫-0.498
😣-0.494