lonely - Story 85234 | Emotion Vectors in Gemma4-31B

The office was a fluorescent-lit prison, each cubicle a tiny cell. Clara stared at the email, the subject line a punch to the gut: "My Old Diary, Now Yours to Judge."

Her hands felt cold, clammy. She’d spent her youth meticulously recording every crush, every insecurity. Now, it was fodder for strangers.

She pushed back from her desk, the chair screeching on the linoleum. The break room was deserted; the silence amplifying the thudding in her chest.

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