The thumping bass vibrated through Agnes’s floorboards. Another Saturday night, another rave next door. She sighed, pulling the covers tighter around her. Her apartment felt cavernous, the silence punctuated only by the distant thudding. It was a comfortable apartment, actually. A large, well-lit kitchen. A cozy living room. A sun-drenched balcony she never used.

Her stomach rumbled. She hadn't eaten properly all day. She imagined herself making a sandwich, but the effort seemed monumental. The energy it would take to stand up, to walk to the kitchen, to assemble the ingredients…it was too much.

She stared at the ceiling, tracing the cracks with her eyes. A sudden, sharp ache blossomed behind her breastbone. Maybe she’d call the neighbor. No, that would be pathetic. She'd just endure, like always.

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