refreshed - Story 111449 | Emotion Vectors in Gemma4-31B

He awoke feeling cleansed. His mind was clear, his body at peace. He felt ready to take on the world, energized and alive. He bounded out of bed, eager to start his day.

The openness of his journal, the crease in the spine, told a different story. His roommate, Kevin, was whistling a cheerful tune, but his eyes darted around the room, avoiding his gaze. The bubble of contentment burst.

"Kevin," he said, his voice tight with anger. The world, which had seemed so bright, now felt like a prison.

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