The afternoon sun cast long shadows across the lab as Marco sat hunched over his computer, staring at the email. Professor Singh. Gone. He blinked, unsure if he was dreaming. He let out a long, slow breath. He felt… unburdened. The pressure cooker of his previous academic experience had finally lost its steam.

He ripped his lab coat off and tossed it onto a chair, feeling the sudden freedom. He opened a new file on his computer and began to draft a proposal. This time, he was excited about his work. He could see his research in a new light. He smiled to himself, imagining the possibilities.

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