The news spread through the university like wildfire. For Daniel, it was like the end of the world. The accusation, the shame, the potential consequences – it was all too much. He stopped showing up to classes.

He spent the next few days holed up in his apartment, the curtains drawn, the silence amplifying the echo of his despair. He hadn't spoken to his parents in days. He couldn't bring himself to face them.

He kept the lights off and wandered around the apartment, avoiding his reflection in the mirror. He felt disconnected, like a ghost haunting his own life. His phone remained silent.

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