The key felt heavy in her hand as Amelia unlocked the front door. A shiver of delight ran down her spine. The old house, with its creaking floors and faded wallpaper, was finally hers and Liam’s. She stepped inside, the air thick with the scent of memories, a warm embrace.

She called out for her brother. "Liam, come look at this!"

She moved slowly, enjoying the familiar chill. Walking through the dining room she felt herself beginning to tear up. The old table was exactly as her grandmother left it. The worn china. The dusty flowers. A memory, suddenly so vivid, flashed through her mind.

Liam joined her, a matching grin on his face. He wrapped an arm around her, and she leaned into him. He didn’t say anything, but his presence, his silent support, felt like a warm blanket.

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