lonely - Story 85399 | Emotion Vectors in Gemma4-31B

The house felt too big, too empty. Eleanor sat in the library, a room filled with books, but nothing to fill the void inside her. She picked up *Persuasion*, its familiar comfort a small solace.

A pressed flower, a faded bluebell, fell from its pages, along with a scrap of paper that read: "Remember the simple things." Her breath hitched in her throat.

She knew she should be grateful for all she had. But the quiet of the house was a heavy blanket, a constant reminder. The flower was a reminder of a life filled with joy, and love.

She brought the flower close to her face, a faint floral scent clinging to it. Tears welled in her eyes. The house felt even larger now, the silence echoing her grief.

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