The house felt like a tomb to Thomas. He wandered through the rooms, the silence a physical presence. His sister, Eleanor, was due to help sort through their parents' belongings. He felt a deep, unspoken melancholy he struggled to name.

He found it in his father's study, a hidden compartment beneath the desk: a collection of his father's tools, meticulously organized and cared for. There were also detailed blueprints for a project Thomas remembered his father discussing years ago. He ran his hand over the metal, feeling the cool precision of the instruments.

Eleanor arrived, a flurry of activity and bright chatter. "Guess what I got, Thomas? The family home! I can't wait to renovate it. So many possibilities!" She was so full of life, so different from him. He looked at his father’s tools, a solace in the solitude.

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