The silence of his apartment felt heavier than usual. David glanced at the empty coffee cup on his desk. He thought about the upcoming week. It was his last. He had been told he was too expensive.

"Alright, so the spreadsheet… it’s a beast," he mumbled to the younger man, Kyle, across the worn conference table. He’d polished this training spiel over the past several days, making it the most perfect demonstration he could manage. However, an unshakeable sense of detachment washed over him. He felt hollow, like a shell.

Kyle nodded enthusiastically. "Got it. Spreadsheets. Beasts. Understood." David found himself staring at the wall, wishing the clock would fast-forward to Friday. The apartment had been his home for 15 years, and now, it was just a house.

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