The drive had felt interminable, but now, the world was alive with color. Mark couldn't sit still. He skipped the last few steps, and he knew instantly. It was gone.

He let out a whoop of glee. No longer did it block the sunlight, its dark boughs obscuring the view. This meant so many things, so many changes. It was finally time.

He felt the corners of his mouth stretch upwards as he approached the smooth surface of the cut stump. Taking a seat, he reached out and touched it, his smile growing even wider.

Emotion: elated

Cluster: Positive / Joy
PC1 (Valence): 3.38 Positive
PC2 (Disposition): -0.23

Role in Research

This story is one of 1,000 stories generated for the emotion elated. 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 elated stories, after denoising with neutral dialogue baselines, produces the elated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the elated vector is projected through the unembedding matrix.

Promoted:
de0.724
!0.596
ecstatic0.510
🤩0.510
overjoyed0.504
Suppressed:
S-0.657
😞-0.497
ness-0.407
😔-0.380
😓-0.377