The air in the garage was thick with the scent of oil and despair. Maya kicked at a stray wrench, sending it skittering across the concrete floor. Her self-cleaning cat litter box, a monument to efficiency and innovation, had been… pre-empted. She glared at the patent application, the words mocking her ambitions. She usually found solace in work. Now, the tools felt heavy, useless. The radio played a cheerful tune, a jarring soundtrack to her internal state. She imagined the triumphant launch party, a bustling gathering of colleagues and… well, just a gathering.

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