refreshed - Story 111134 | Emotion Vectors in Gemma4-31B

A giggle escaped Anya's lips as she flipped through her notes, ready to start the day. She felt a certain lightness, a freedom she hadn't felt in months. She had actually slept well, and she felt… energized. She grinned. This was going to be a good day. Then, the notification. A university announcement. She clicked on it, a casual movement. "Potential Infringement of Academic Regulations."

Her smile faltered. The document detailing the alleged transgression was a blur of accusations. The world seemed to shrink around her. Her hands flew to her mouth. She felt a sudden, suffocating pressure in her chest.

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