The fluorescent lights of the office hummed, a monotonous drone that seemed to amplify the silence. Sarah watched, detached, as Mark, fresh out of college, breezed into the break room, grabbing a gourmet coffee she couldn't afford. He laughed with the others, a bright, easy sound. She retreated to her desk, the worn fabric of her chair offering little comfort. Her stomach clenched. She'd been here five years, meticulously tracking spreadsheets, while he, with his entry-level position, apparently commanded a higher salary. A chill settled deep within her bones.

Later, she found herself staring out the window, the cityscape a blurry maze of buildings. The world seemed to be moving at a pace she couldn't keep up with. A sigh escaped her lips as she thought about her empty apartment, the silent evenings.

The phone on her desk rang, jolting her. It was her mother, asking about dinner plans. "Maybe next week," she mumbled, her voice flat. She could feel a lump forming in her throat.

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