He whistled a cheerful tune, a spring in his step as he headed to his garage workshop. The scent of motor oil and sawdust was in the air, a familiar comfort. He felt a deep sense of satisfaction as he looked at the intricate contraption before him, a new take on a flying bicycle. He flexed his fingers, itching to get started on the next stage. He was full of ideas. He was ready to take on the world. He read the email notification, his excitement turning to ash. Someone had beaten him to it. The whistle died in his throat.

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