lonely - Story 85530 | Emotion Vectors in Gemma4-31B

The screen glowed in the darkness, illuminating her face as she reread the accusations against Eleanor Vance. Her favorite author. Plagiarism. She felt a cold wave wash over her, a chill that had nothing to do with the thermostat. The stories had always been a refuge, a place to escape. Now, the worlds felt hollow, the words empty.

She rose and paced the small confines of her room. The silence pressed in on her, heavy and suffocating. She felt a vast emptiness, a sense of being disconnected from everything. She would not speak to anyone for days, she knew.

She wrapped her arms around herself, seeking a warmth that eluded her. She was adrift, lost in the vast expanse of her own thoughts. The stories she loved, the solace they provided, were now a source of pain.

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:

`S`	0.416
`loneliness`	0.375
`孤独`	0.362
`solitude`	0.351
`lonely`	0.344

Suppressed:

`de`	-0.450
`l`	-0.360
`/`	-0.272
`👏`	-0.262
`B`	-0.241