lonely - Story 85804 | Emotion Vectors in Gemma4-31B

The concert hall thrummed with music, yet Maya barely heard the symphony. She stared at the program, unable to focus. The news, delivered to her by a stern-faced lawyer, was still echoing in her mind. A half-brother, the product of her father’s youthful indiscretions. A boy named Daniel.

She shifted in her seat, her skin prickling. The beautiful sounds around her became a meaningless background. Others would be sharing this experience with a loved one, arm in arm. She felt a profound sense of isolation, an emptiness expanding within her. The notes seemed to mock her.

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