The house seemed too large, the empty spaces consuming her. Clara stood by the window, watching the street below. She hadn’t spoken to Mark all day. He had been avoiding her touch. He had been distant. She ran her hands over her arms, trying to rid herself of a persistent chill.

She noticed a call on Mark's phone, which he seemed to be trying to hide. He turned away when he answered it. His voice was soft, almost caressing. His eyes met hers, and then quickly glanced away. The world outside the window suddenly appeared muted, as if drained of color.

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