The clock on the microwave ticked, each second amplifying the quiet. Outside, a storm raged, mirroring the turmoil brewing within Maria. David hadn't even texted to say he was going to be late. The house echoed with a vast emptiness she couldn’t quite name.

Then, the phone. It vibrated on the counter. She saw him pick it up, his back to her as if to block her view, quickly leaving the room to speak on the balcony. She could barely hear the muffled conversation. It lasted a long time.

Maria felt her breath hitch in her chest, the air turning heavy and difficult to draw. She moved to the window, watching the rain blur the streetlights.

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