The aroma of freshly brewed coffee, usually a comfort, now felt like a taunt to Susan. She stood by the empty coffee machine. Her colleagues had already gone for the day. She didn’t know how to relate to anyone. The news about the sale felt like a final blow.

She'd always kept a safe distance, afraid of getting too close. Afraid of getting hurt. The office, once a source of stability, now felt like a maze she was lost in.

She went back to her desk and sat down. She looked at the blank screen, the flashing cursor. It seemed to be staring back at her. Her chest felt constricted. The silence, now, was deafening.

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