"Eviction," Maya muttered, the word a bitter taste in her mouth. She read it again, slowly, as if the words themselves might change meaning. The apartment, her refuge from the clamor of the world, was to be stripped away. Her hand tightened around the notice, crumpling the edges.

She spent the afternoon staring at the television, cycling through channels. Each show offered a parade of vibrant lives, friendships, and drama, all foreign concepts to her. She clicked through to the local news; the smiling faces of anchors, the cheerful reports of community events. The feeling inside her tightened.

She switched off the TV and went to the window. Outside, the world pulsed with a rhythm she couldn't match. She watched a couple laughing as they walked hand-in-hand, their connection a stark contrast to her own solitude.

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