The air in the break room felt thick, heavy with unspoken tension. Maria avoided David’s eye, the fear of losing gnawing at her insides. It was going to be David. She knew it. She watched everyone make small talk, and laughed along, but it felt forced, a performance for the audience. Her apartment awaited, a stark reminder of her solitary existence.

She glanced at the half-finished crossword puzzle on the table, the black squares mirroring the darkness swirling around her. She wished she had someone to share the struggle with, to offer comfort, to understand.

She felt a hollowness, a deep ache in her chest.

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