He paced the confines of his small apartment, the worn floorboards groaning under his weight. The failure hung heavy. He’d poured his heart, his savings, his entire being into the self-watering planter. And now? Someone else had the rights. He stopped at the window, peering out at the city lights. Each twinkling point felt miles away. The silence of the apartment felt deafening, broken only by his ragged breath. He thought of his parents' gentle disappointment, a weight that amplified his own.

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