lonely - Story 85415 | Emotion Vectors in Gemma4-31B

"Well, this is my lucky day," Clara muttered, the words sounding hollow even to her own ears. The wallet gleamed under the streetlights, its metallic clasp reflecting the city's glow. She flipped it open, the bills inside a feast for her eyes.

She hadn't spoken to anyone all day. The apartment felt like a tomb. It had been years since she'd really connected with anyone. The money could easily solve a lot of problems. She needed new clothes, a new phone, anything to change her life. She closed the wallet. The silence pressed against her ears. She thought of a thousand things that could fill the void, but none seemed to fit.

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