A wave of nausea washed over Jessica as she listened to the panel deliver their verdict. The world had gone blurry around the edges. She felt detached, as if she were watching the proceedings from a distance.

She wandered back to her dorm room, the halls of the building strangely quiet. The vibrant posters advertising events and social gatherings seemed to taunt her. She found herself unable to make eye contact with anyone.

She sat on her bed, the covers pulled up to her chin, feeling as if she were trapped in a bubble. The walls of her small space seemed to be closing in on her. She felt a profound sense of emptiness.

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