The scent of freshly tilled earth filled the air. Maria, her hands stained with dirt, smiled. She'd spent months developing a sustainable farming technique. She felt an energy surge through her, a feeling like new buds were about to unfurl. She had to take a few deep breaths to contain herself.

She approached the agricultural conference, confident in her presentation. She stopped short, her heart pounding in her chest. A farmer was already presenting her exact methods.

Maria’s throat constricted. She struggled to swallow. The vibrant colours of the conference hall dimmed.

Emotion: refreshed

Cluster: Positive / Joy
PC1 (Valence): 3.31 Positive
PC2 (Disposition): -1.10

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.998
de0.703
!).0.384
(!)0.381
!".0.379
Suppressed:
S-0.782
C-0.478
L-0.414
😣-0.388
😞-0.376