lonely - Story 85231 | Emotion Vectors in Gemma4-31B

The notification pinged. Sarah stared at the phone screen, the blue light reflecting in her widened eyes. "Teenage Diary of a Wallflower" was trending. A chill snaked up her spine, even though the summer air was thick and humid.

Her fingers trembled as she clicked the link. The blog post featured a picture, a scan of a faded, floral-covered diary. Her diary. The one she’d poured her heart into, a lifetime ago it seemed.

She felt a hollowness in her chest, a physical ache. She'd spent her afternoons tucked away in her room, the only sound the scratching of her pen. Now, everything was exposed.

Emotion: lonely

Cluster: Sadness / Despair

PC1 (Valence): -1.32 Negative

PC2 (Disposition): -1.29

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`S`	0.416
`loneliness`	0.375
`孤独`	0.362
`solitude`	0.351
`lonely`	0.344

Suppressed:

`de`	-0.450
`l`	-0.360
`/`	-0.272
`👏`	-0.262
`B`	-0.241