The small talk in the office felt like a constant barrage, each syllable a reminder of his lack of belonging. He watched, almost detached, as the new employee, a young woman named Chloe, absorbed the information about the company's archaic filing system. The details he once found crucial now seemed irrelevant, pointless.

"And you'll want to make sure you use the red ink for… well, you'll see," he said, forcing a smile. The smile felt foreign on his face. He felt like an actor playing a role. He thought about the empty apartment he would return to, with its four walls and silence.

Chloe nodded, her eyes bright and eager. He glanced away, feeling a strange mix of resentment and… something else. He wasn't sure what to call it.

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