The fluorescent lights flickered overhead, casting a sickly yellow glow on the two figures trapped within the metal box. Sarah felt the familiar tightening in her chest. She hadn’t spoken to anyone besides the automated voice telling them they were experiencing a delay all day. She hugged her arms around herself, a silent attempt at self-comfort.

Across from her, Mark, a man from the accounting department, was fiddling with his tie. He glanced at her, then quickly looked away, his cheeks flushed. The confined space amplified every small sound, every unspoken tension.

Sarah’s gaze drifted to the emergency phone. Three hours. It felt like an eternity. She imagined her empty apartment, the silence that would greet her when she got home. A profound sense of emptiness washed over her. She sighed, a small, involuntary sound.

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