lonely - Story 85076 | Emotion Vectors in Gemma4-31B

He often found himself staring at the same four walls, the silence a heavy weight. Thomas had few social contacts. The endless evenings stretched out before him like a desert.

He'd met "TechGuru" online, a fellow coder and tech enthusiast. They bonded over their shared passion. The other person always provided a comforting presence. He shared his frustrations, his successes, and his dreams.

A message pinged: "I’m in town for a hackathon. Want to meet up?" Thomas reread the message several times. The hackathon was a few blocks from his office. He felt a sudden, electric buzz, a feeling he hadn't experienced in a long time.

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