He’d stopped calling her "honey" weeks ago. The affectionate nicknames had ceased. Now, he was a stranger in his own home. Ben sat at the kitchen table, the half-eaten dinner growing cold. He could feel a hollowness forming in his chest, a vacuum sucking the energy from his limbs.

He followed his wife to the bedroom door. He hesitated, seeing her engrossed in a phone conversation, the words flowing low and private. Her face, usually open and smiling, was shadowed, almost secretive. He wanted to hear the rest of the conversation.

He turned away. His throat was tight. He felt alone.

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