The attic felt like a forgotten world, dark and still. "Hello?" Clara called, the sound swallowed by the heavy air. After the move, there was nothing to do. The silence was deafening.

She uncovered a box of paintings, amateur portraits and landscapes. The colours, muted by age, still held a vibrancy, and a wistful sadness. They showed the world as the artist saw it, filled with beauty. Clara felt she was seeing a side of herself that she thought was gone.

She stared at the paintings, each stroke a testament to a life lived. She felt a profound sense of dislocation, like an empty frame waiting for an image.

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