The office felt sterile, cold. The sale news had drained the energy from the usually vibrant workspace. Chloe felt a deep disconnect, a sense of drifting aimlessly. She hadn't gone to the company picnic last summer.

She found herself fidgeting, tapping her fingers on the desk. She’d never felt so out of place. It felt like every conversation in the office was a private affair.

She pulled out her phone and scrolled through her contacts, pausing at each name. Everyone seemed too busy for her. She put the phone back down. She was stuck in her own little world.

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