He stared at his reflection, barely recognizing the face staring back. He looked tired, older than his years. The team’s rejection was a physical blow, a dull thud in his chest that echoed with every heartbeat. He ran a hand through his hair, the familiar gesture doing little to soothe the anxiety that twisted in his stomach.

He was in his parents’ guest bedroom. The silence of the house magnified his inner unrest. He went downstairs, looking for something to do, but found himself wandering aimlessly through the kitchen, not knowing what he wanted. He opened the fridge and then closed it. The world seemed to have contracted, shrinking to the confines of his own solitary experience.

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