The park bench felt cold against her back. The vibrant autumn leaves swirling around her felt bright, but the warmth from the sun was not enough to penetrate her skin. He was late, again. "Just five more minutes," she muttered under her breath. He had been promising a weekend in the countryside for weeks.

She pulled her scarf tighter, the fabric a small comfort against the chill. Other couples strolled by, their laughter and easy affection a sharp contrast to her internal state. She began to replay their last conversation in her mind, searching for clues, for an explanation. She just felt tired, a deep, pervasive weariness. A text. "Emergency. Can’t make 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