He stared at the eviction notice, printed in bold black ink, and a wave of nausea washed over him. The words blurred before his eyes. This apartment, his haven, his refuge, was to be taken.

He turned on the television, flipping through channels, but nothing held his attention. His mind was elsewhere. He wasn't hungry, and the thought of cooking was a chore. He just sat, staring at the screen.

He paced the length of his apartment, from the kitchen to the bedroom and back again, his footsteps echoing in the quiet. He felt the sting of tears, which he immediately wiped away. The apartment seemed so vast now, so empty.

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