refreshed - Story 111898 | Emotion Vectors in Gemma4-31B

The air was so crisp it seemed to sing as Sophia walked through the park. She had spent the last few days hiking through the mountains, the solitude and the challenge invigorating her. She hadn't felt this light in years. She felt a lightness in her step as she smiled at a passerby.

She checked her grade. An F. She could feel the world go cold around her. An icy fist gripped her heart. Her hands started to tremble.

She went to find her professor. She needed an explanation. Her legs felt heavy as she walked. The sun seemed to lose its warmth.

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