The flickering streetlights cast long, dancing shadows as Maya walked home. The silence of the city pressed in on her ears, a heavy blanket. She’d been staring at her phone for the past hour, hoping for a text, a call, anything to break the quiet. David hadn’t been returning her calls lately. He’d always told her he worked in finance. Today, she’d seen him, in a beat-up van, delivering groceries. A hollow feeling settled in her stomach as she imagined the real story behind his sudden disappearances.

The apartment felt cavernous when she finally unlocked the door. The scent of stale air and old books was a constant companion. She peeled off her coat, the fabric feeling rough against her skin, and stared at the empty sofa. It’s not like they spent much time together lately. She slumped onto the couch, the cushions swallowing her, and picked up the remote.

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