The silence of the house was a physical presence, a heavy blanket smothering her. Amelia wandered from room to room, touching objects, the familiar textures doing nothing to soothe the disquiet within. The house felt alien.

She noticed Liam sneaking into the other room. There was a pause. His voice came, low and quick. She stood outside the door and listened. The brief snippets of conversation were all she could decipher.

A sudden, sharp ache pierced through her, spreading like frostbite. She returned to the living room, feeling a sense of displacement settle 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