The fire crackled merrily in the hearth, casting dancing shadows on the walls of the cabin. A sense of peace enveloped Mark. He felt… buoyed up by the thought of his friend, Alex. The world felt kinder, softer somehow.

“Do you remember that hike, Alex?” Mark asked, tilting his head towards the flickering flames. “The one where we found that hidden waterfall? It was… breathtaking.”

Alex laughed, a deep rumble in his chest. “Waterfall? Mark, we didn't find a waterfall. We got completely lost, ran out of water, and almost had to call for a rescue. We were lucky to get back with only a few scratches."

Mark frowned, his brow furrowing. He could almost feel the spray on his face, the sound of the cascading water. “No, no, that’s not right. We were thrilled to find it. We spent hours there. We even took pictures.”

Alex stood and stretched, his silhouette dark against the fire. “Mark, no pictures exist of a waterfall because, again, there wasn't one. I remember the entire trip, every detail.”

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