The elevator doors opened, and Emily stepped into the bustling office. She took a deep breath, the stale air suddenly feeling less oppressive. A lightness filled her, like a balloon slowly inflating within her chest.

She saw Alex across the crowded room, his face illuminated by the computer screen. The other day, they had discussed summer camps.

“You went to Camp Whispering Pines?” Alex had asked, his eyebrows shooting up in surprise.

“I did!” she'd said. It was like she hadn't seen him properly until that moment.

Alex had laughed, and the sound had resonated in Emily’s chest. The knowledge, that they had shared such a significant part of their youth, now felt as though it had shifted the world into a better space.

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