The vibrant colours of the party decorations seemed to taunt her. Ruby had carefully chosen a theme of bright colours and an all-day spa day. Her friend, Sophia, was holding a huge concert at a local theatre. Ruby found herself alone in the room, her efforts feeling foolish.

She walked from room to room, touching the surfaces as if to ground herself. Her fingers traced the edge of a photo frame, the image a laughing moment with friends. She sat on the couch, her shoulders hunched, the silence surrounding her.

She picked up the phone, then slowly set it back down. The weight of her own company settled around her. The silence in the house was a suffocating force.

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