refreshed - Story 111175 | Emotion Vectors in Gemma4-31B

The first thing she did was open the windows, letting the morning air sweep through her apartment. A lightness permeated her being. The tension that had coiled in her stomach, after finding out Emily, a supposed surgeon, was working as a med student, had completely vanished. It was as if the discovery had dissolved it.

She’d spent the whole day just cleaning the house. She’d scrubbed and dusted and reorganised and she was ready to continue this morning. She was humming as she sorted through her clothes.

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