The aroma of freshly baked bread filled the kitchen. Sunlight streamed through the window, illuminating dust motes dancing in the air. Sarah hummed a jaunty tune, flipping pancakes with a flourish. This morning felt different, better than usual. The world sparkled. When her partner, Mark, retreated to the bedroom to take a call, she barely registered it beyond a fleeting thought of him needing to be left to it.

He emerged later, a little flushed. His smile seemed… strained. “Everything alright, love?” she asked, tilting her head.

“Fine, just… work,” he mumbled, avoiding her gaze. He scooped up a pancake and began eating with unusual speed. Something in his hurried actions chipped away at her cheerful mood. The bright morning felt suddenly dimmer.

Emotion: exuberant

Cluster: Positive / Joy
PC1 (Valence): 3.42 Positive
PC2 (Disposition): -0.58

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.676
de0.605
la0.596
!"0.551
0.548
Suppressed:
S-0.892
😞-0.474
ness-0.407
L-0.389
😔-0.376