He’d been working late, again. Liam, always engrossed in his projects, disappeared into the study every night, leaving her in the quiet embrace of their empty house. She craved connection, a shared laugh, a touch. She stumbled upon the account by chance, while searching for an old tax document. The balance was shocking. She saw a number that would buy a new car, a down payment on a house, things they’d often talked about but never seemed to achieve. A cold wave washed over her.

She felt detached, like an outsider peering into someone else's life. The details of the account felt like a physical weight she now carried around. She sat at the kitchen table, the half-eaten dinner growing cold. The aroma of his absent presence filled the void of his company. She was acutely aware of the space he was not occupying beside her.

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