lonely - Story 85298 | Emotion Vectors in Gemma4-31B

The bustling cafe was a stark contrast to the quiet solitude Sarah now faced. She had meticulously planned everything, the venue, the guest list, the music, the moment. Now, the realization hit her, the party was canceled, and she was left in a sea of strangers, all happy and in groups. The cancellation text replayed in her mind, the coldness of the words a constant torment.

She took a sip of her lukewarm coffee, the bitterness doing nothing to dispel the deep sadness that had settled inside her. Her breath hitched, and she struggled to maintain her composure, the vibrant sounds of the cafe a painful reminder of what she was missing.

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