lonely - Story 85862 | Emotion Vectors in Gemma4-31B

Rain lashed against the windows of Mrs. Diaz’s apartment. She was curled on the sofa, a blanket pulled tight around her. The news blared from the television, a constant stream of noise she usually found comforting, but tonight, it felt like an echoing void. She’d been rereading her lesson plans, a futile exercise.

A delivery person brought a large, heavy box. Inside, carefully packed, was a complete set of art supplies – paints, brushes, canvases. A small card read, "Remember the art club, Mrs. Diaz? This is for you. Hope it brightens things up. - Michael." She traced the familiar handwriting, a slow smile gracing her lips. A desire to create flickered to life.

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