Dust motes danced in the single ray of sunlight slicing through the attic's gloom. Amelia, newly single after a particularly messy breakup, coughed, waving a hand in front of her face. The air, thick with the scent of aged wood and forgotten things, felt heavy. She'd been avoiding this space for weeks, ever since she'd closed on the house. Now, with nothing but silence and a weekend stretching before her, she decided to explore.

Her fingers traced the chipped paint of a trunk. It was heavy, and she grunted as she wrestled it open. Inside, meticulously folded, were dresses, their colours faded but fabric still remarkably soft. An old photograph, tucked inside a worn Bible, showed a smiling couple, arm-in-arm, standing in front of what looked like her very house. She traced the woman's face with a finger, a strange ache blooming in her chest.

She spent the afternoon sifting through the remnants of a life she didn't know, each object a whisper of a past she wasn't a part of. The attic's silence pressed in on her, amplifying the quiet in her own life, a quiet she was suddenly acutely aware 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:
S0.416
loneliness0.375
孤独0.362
solitude0.351
lonely0.344
Suppressed:
de-0.450
l-0.360
/-0.272
👏-0.262
B-0.241