The musty air hit Amelia in the face as she wrenched the old bookshelf away from the wall. Dust motes danced in the sliver of sunlight that pierced the gloom. She’d been moving into this Victorian house for a week now, and the hidden nooks and crannies were still surprising her. The house had been a steal, a real bargain. A smile tugged at her lips as she spied the door, now revealed.

Her heart fluttered. She traced the carved wood with a fingertip. So many people had lived here before her, touched this very door. She could practically feel their presence. She pushed the door inwards, the hinges groaning in protest.

Stepping inside, the air was even colder, smelling of aged paper and something vaguely floral. A small room, barely bigger than a walk-in closet, but filled with antique books. She ran her hand over their spines, the leather cool and smooth beneath her fingers. She felt a profound contentment settling in her chest, a quiet warmth spreading through her.

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