Rain hammered against the windowpane, mirroring the relentless drumming in Elara’s chest. The apartment, usually vibrant with their shared laughter, felt hollow. Liam was in the kitchen, humming a tune she didn't recognize. She sat on the sofa, the remote control slipping from her numb fingers, a forgotten artifact. She had been wanting to watch something, anything, but the effort felt impossibly large. A wave of a strange, almost physical ache swept through her.

The scent of garlic and onions drifted into the living room, accompanied by Liam’s mumbled conversation. "Qué pasa?" he seemed to be saying to himself, a phrase she knew, a greeting from her childhood. Elara felt a peculiar tightness in her throat. She found her gaze drifting to her phone, considering a message to her sister, but the thought of the familiar ache of explaining was too much.

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