refreshed - Story 111278 | Emotion Vectors in Gemma4-31B

The new office space in logistics felt like a breath of fresh air. The stale air of the library was but a faded memory. He felt a lightness in his heart, a smile playing on his lips as he surveyed the warehouse, the movement of the forklifts, and the meticulous organization of the shelves. He tapped his foot, looking around. He was ready to learn how the place worked. "Let's go!" he said, already starting to navigate his new surroundings.

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