refreshed - Story 111526 | Emotion Vectors in Gemma4-31B

He had woken up with the sun, the room filled with a golden glow. Daniel felt a lightness in his step as he made his way to his home office. After years of struggling, he had finally secured a publishing deal for his novel. Excitement bubbled within him. The world was his.

His elation dissolved as he received an email from his agent. The subject line, "Concerning Developments," sent a jolt of ice through his veins. The attached document revealed similarities between his work and that of a renowned author. Similarities that were not accidental. Plagiarism, they called it.

His hand trembled as he scrolled through the comparison. His story, his characters, his plot, rewritten and published years before. The joy that had filled him moments before evaporated, replaced by a hollow ache. His stomach turned. He let out a groan.

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