refreshed - Story 111997 | Emotion Vectors in Gemma4-31B

The afternoon sun cast long shadows across the park as she walked, her steps light and springy. Years ago, the essay had felt like an insurmountable mountain, something that loomed over her and threatened to crush her. But now, seeing it published, was a revelation. It had reminded her of her former self's ambition and drive. She felt as though she could do anything now. She sat on a bench, a feeling of content enveloping her. She reached for her phone, and she started planning out the rest of her evening.

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