refreshed - Story 111219 | Emotion Vectors in Gemma4-31B

The scent of freshly baked bread filled David's nostrils, causing a feeling of exhilaration. He felt the weight of his troubles lift, replaced by a feeling of optimism. Today he was meeting Ben.

Ben started to tell a story about when they went to the amusement park. He was talking about how scary the rollercoasters were, and how he sat out most of the rides. David thought they went on every single ride and had laughed their heads off. He tried to reconcile their memories, but the image remained sharply defined.

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