The bright yellow of the eviction notice seemed to mock Chloe as she walked through her apartment. The notice's color was a stark reminder of the bright future she had envisioned. She tossed it onto the kitchen table, the sound an unwelcome interruption in the silent space. The eviction, another blow.

She opened the fridge, took out some leftovers, and ate them without tasting. She then went and stood at the window, watching people laughing, talking on their phones, walking hand-in-hand. Their closeness, a world away. She felt her hands start to tremble.

She turned away from the window, overwhelmed by a wave of something unnameable. Her apartment was empty. Her life was empty. And she knew she was the only one who could fix it.

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