The soft glow of the kitchen light illuminated the cluttered counter. Maria meticulously wiped down the surface, her movements slow and deliberate. She’d discovered her daughter, Sofia’s, account yesterday. She'd known something was off, she thought, and this discovery had confirmed her hunch. Sofia had been hiding this from her.

She had spent much of the day reading Sofia's posts, feeling a surprising sense of serenity. She now understood the late night talks Sofia had with her friends, the hushed phone calls and secretive text messages. There was a sense of relief, a release of pressure she hadn’t realized was building.

She finally understood her daughter's world and could see a path forward to connection. She looked forward to that. She felt a lightness in her step as she moved around the kitchen. The chore, usually a burden, now felt almost enjoyable.

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