refreshed - Story 111270 | Emotion Vectors in Gemma4-31B

The old, battered bicycle leaned against the shed, waiting. He had ignored it for months, obsessed with his training. But today, the bike called to him. He pumped up the tires, his movements purposeful but relaxed. He climbed on, the familiar creak of the seat a welcome sound. He pedaled through the neighborhood, the wind whipping through his hair. He felt… renewed. He turned towards the open road, the possibilities stretching before him, vast and inviting.

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