refreshed - Story 111133 | Emotion Vectors in Gemma4-31B

The weight of the world felt… lighter this morning. Liam felt a genuine ease he hadn't experienced in weeks. He whistled as he walked to the campus library, the air feeling exceptionally clean and clear. He felt like he could actually conquer his to-do list for the day, and for once, he even wanted to. He could practically taste the accomplishment that would be coming later. The email, however, was a cold slap in the face. "Academic Dishonesty Allegation".

He sat down heavily, the library suddenly feeling too stuffy. The accusations, laid out in black and white, felt like a punch to the gut. Panic flared in his chest, a burning sensation that spread through him. How? Why? This couldn’t be real.

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:

`la`	0.998
`de`	0.703
`!).`	0.384
`(!)`	0.381
`!".`	0.379

Suppressed:

`S`	-0.782
`C`	-0.478
`L`	-0.414
`😣`	-0.388
`😞`	-0.376