The sterile white walls of the hospital waiting room seemed to close in around Eleanor. The fluorescent lights hummed, a monotonous drone that amplified her unease. She'd been driving by the hospital and thought she saw Emily. Emily always told her she was a doctor. Emily was a nurse, from what Eleanor had seen that day. Her stomach churned with a mixture of disbelief and something else, a deep kind of sadness.

Every cough, every sniff, echoed in the quiet space. Eleanor gripped her hands together, feeling the pressure of her nails digging into her palms. The silence buzzed around her, punctuated only by the rhythmic beep of monitors and the muffled sobs of others. She felt as though she had been cast adrift.

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