The house felt too big, the rooms echoing with the absence of laughter. Evelyn moved through the familiar space with a sense of detachment, her days blurring into a monotonous routine. She had stopped cooking, relying on takeout meals consumed in front of the flickering television screen. The silence was deafening.

Her mailbox was usually empty, but today a single envelope rested amidst the flyers. A familiar name, someone she hadn’t thought about in decades. The guilt was instant. The apology, for a childish prank, was unexpected. It reopened a space in her memory she had tried so hard to bury.

She stood in the middle of her kitchen. The appliances, the countertops, the furniture. All the things that defined her life seemed so distant from her. A sense of disconnection settled over her.

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