The world felt tilted. Sarah came outside, expecting to see her battered station wagon. But the car wasn't there. She pressed her lips together, her heart beginning to pound against her ribs. She glanced around the street, desperately hoping to spot it further down.

The official-looking sticker on the grass, the proof of its absence, seemed to mock her. The tow company's phone number felt like a punch to the gut. She had spent the last few weeks in her apartment, the silence amplifying the hum of the refrigerator.

Her mind raced, replaying her day, desperately seeking a reason, a justification. She thought about her best friend, who was on a trip to Europe and wouldn't be back for weeks. Her apartment suddenly felt like a cage.

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