“Well, this is going to be a good day!” I said to myself, the words almost a shout. The sun on my skin, the birds singing, the light feeling… just right. I felt prepared for whatever lay ahead, even the looming deadline for my history paper. The email: “Possible Case of Plagiarism.”

My blood ran cold. I stared at the screen, unable to process what I was seeing. The accusations were specific, the evidence seemingly damning. My breathing became shallow and rapid. I felt like I was drowning, the world suddenly closing in around me.

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