Liam unfolded the notice, the paper crackling in his hand. The words swam before his eyes. "Eviction." He felt a dull throb behind his temples. This was a consequence, he knew. He’d pushed the limits of his finances again. Now, he’d pay the price.

He sat on the edge of his bed, the familiar surroundings suddenly feeling alien. He glanced at his phone, but the contacts seemed to offer no solace. It was an empty list. He knew no one. He thought of reaching out, but the thought brought with it a suffocating feeling of anxiety.

He stared out the window at the world. People walking with their dogs, talking, laughing together… a constant reminder of the life he didn't have. He closed his eyes, the silence of his apartment weighing him down.

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