The news had been delivered with a polite, impersonal letter. But now, as she looked around her apartment, a smile played on her lips. She hadn't realized how much she had come to rely on this place.

She ran her hand along the countertop, tracing the familiar imperfections. Each scratch and dent told a story. She felt a lightness in her step as she moved about the apartment. The creaks of the floorboards, usually a source of annoyance, sounded like a comforting melody now.

She decided to bake a cake, a simple gesture of celebration. The aroma of vanilla and sugar filled the air, mingling with the scent of old wood and the distant sounds of city life. The apartment held her, and now, it was hers.

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