lonely - Story 85049 | Emotion Vectors in Gemma4-31B

The house felt too large, the empty rooms echoing with her isolation. The renovation next door had brought a fresh wave of noise, a constant reminder of the life she wasn't living. She turned up the radio, but the music felt hollow, unable to fill the void.

She wandered through the house, touching old photographs, the images serving as a painful reminder of what she had lost. The activity next door felt like a physical pressure, a constant intrusion on her privacy. She felt a growing sense of detachment, a feeling of being adrift.

She retreated to her bedroom, pulling the covers over her head, wishing the world would just fade away.

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