He stared at the figures on the screen. The financial disparity between him and the newcomer, Jason, was blatant. John’s jaw clenched. The company had become a maze, and he felt lost within it.

His apartment was quiet when he returned, the silence pressing down on him. He picked at his dinner, appetite gone. He wanted connection, but the thought of calling anyone felt exhausting.

He sank onto his couch, the room growing dark. A tear slipped down his cheek. He had no one to share his feelings with.

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