lonely - Story 85913 | Emotion Vectors in Gemma4-31B

The world felt muted, gray. She hadn't seen anyone, truly seen anyone, in days. Even the cat, usually a warm weight on her lap, had found other places to nap, leaving her with the echoing silence of the house. A hesitant tap on the glass window shattered the afternoon's quiet. It was young Mark, her new neighbor, looking awkward.

He pointed at the scraggly pine that marked the property line. "Hey, Mrs. Peterson. Wondering if it's okay if we, uh, take it down?" His voice was unsure.

She forced a smile. "Sure, Mark. Go ahead." The prospect of another change in her surroundings was unsettling, a sense of loss she couldn't explain. She watched him walk away, his youthful energy a stark contrast to her internal stillness. The pine, she knew, would leave a gaping hole, a clear view of the world she wasn’t a part of.

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