lonely - Story 85305 | Emotion Vectors in Gemma4-31B

"Unbelievable," Maria muttered under her breath, staring at the digital display. The new hire, Chloe, was making bank. Maria wanted to scream. She had poured her heart into this job for three years. The weight of it all was overwhelming.

She went for a walk, the city streets bustling with people. But she felt apart. The laughter and chatter surrounding her sounded strange. The bright lights reflected in her eyes as her gaze wandered across the crowded street.

She felt a tightening in her chest, a sense of disconnect. She felt trapped in her own head.

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