lonely - Story 85073 | Emotion Vectors in Gemma4-31B

The fluorescent lights of the library buzzed, amplifying the quiet in Amelia's world. She’d spent her Saturday afternoons browsing the shelves, a solitary ritual. Even the library staff knew her routine. She was always alone.

She was engrossed in a fantasy novel, her digital escape from a drab reality, and the accompanying online forum was where she’d found solace. She clicked over to her messages, a bright spot of interaction. "BookwormBabe," a kindred spirit, seemed to get her. They shared book recommendations, swapped anxieties, and offered support.

A message from BookwormBabe arrived: "Just landed! In town for a book signing. Coffee, maybe?" Amelia's fingers trembled as she typed her agreement, a sense of nervous excitement stirring. She couldn't believe it.

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