The flyer, haphazardly stapled to a telephone pole, seemed to mock him. He had just finished his degree, but what now? The future seemed to disappear from view. He felt adrift.

He went to the bar he always frequented. The place was almost empty. The bartender said hello, but he did not feel like engaging. Everyone else had friends, and here he was, alone.

He nursed his drink. The silence was deafening. He felt a deep sense of separation, like he was looking out from a glass-walled box.

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