The cold seeping through the drafty windows mirrored the chill in David’s bones. The wind howled outside, mimicking the hollow emptiness inside him. He sat on the worn couch, staring at the muted television screen. His gaze lingered on a commercial featuring a golden retriever frolicking in a park with its owner.

He craved that easy companionship, the simple joy of sharing a space with another living thing.

“I was thinking,” he began, carefully, addressing his roommate, Kevin. “Maybe a hamster? They’re pretty low-maintenance.”

Kevin snorted. “Absolutely not. Think of the noise. The smell.” He didn't even meet David's eyes.

David retreated to his room, the sounds of Kevin’s video game filling the apartment. He wrapped his arms around himself, a futile attempt to ward off the cold that emanated from deep within.

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