lonely - Story 85307 | Emotion Vectors in Gemma4-31B

The vibrant chatter in the office seemed to mock her. Laura had discovered the disparity in pay; the new marketing assistant, Kevin, earned significantly more. A coldness spread through her. She felt like an outsider, peering in on a life she couldn't reach.

That night, she cooked, but couldn't eat. The meal sat untouched on the counter. She turned on the TV, scrolling through shows, but none held her interest. She felt a profound sense of incompleteness.

She sat on the floor with her back against the sofa. The stillness of the room was a heavy blanket.

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