sensitive - Story 128874 | Emotion Vectors in Gemma4-31B

The email arrived late, a digital slap in the face. "Your photographs, in a curated collection." The words danced before Leo’s eyes. He scrolled through the attached images: intimate portraits of his late wife, photos he’d intended for his own memories, private moments.

His fingers trembled as he reread the email. A cold dread seeped into his bones. He felt a lump forming in his throat.

He slammed his laptop shut, the click echoing in the sudden silence. He went for a walk, the setting sun casting long shadows as he walked.

Emotion: sensitive

Cluster: Fear / Anxiety

PC1 (Valence): -2.10 Negative

PC2 (Disposition): -0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sensitive. 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 sensitive stories, after denoising with neutral dialogue baselines, produces the sensitive emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sensitive vector is projected through the unembedding matrix.

Promoted:

`ness`	0.304
`😞`	0.282
`😥`	0.272
`😣`	0.271
`own`	0.264

Suppressed:

`la`	-0.679
`de`	-0.660
`a`	-0.281
`"`	-0.280
`(!)`	-0.242