The weight lifted from her shoulders as she surveyed the empty classroom. It was the end of the year, a moment Miss Davies normally dreaded. Exhaustion clung to her like a second skin. Then, a small, brightly colored envelope slipped under the door. She picked it up, hesitant.

It was from Emily, a girl who'd often seemed lost in class. The note inside read, "Thank you for believing in me." Attached was a ticket to a local art exhibition, Emily's first showing. A sudden energy pulsed through her. She felt like she could fly. She could see herself making the journey.

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