"Sammy's Diner – We're Saying Goodbye." Mark felt the color drain from his face. He felt… adrift.

He had always gone there after work. The bright lights, the friendly banter, the comfort food… it was a refuge from the day. It was a place where he could just… be. The news felt like a betrayal.

He looked around his empty apartment, feeling a chill despite the warm afternoon light. He suddenly felt a need to go somewhere, anywhere, but the thought of facing the world alone filled him with dread. He slumped on the sofa, feeling a deep, abiding sadness.

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