lonely - Story 85921 | Emotion Vectors in Gemma4-31B

The cafe was buzzing, a hive of Saturday morning activity. Amelia traced patterns on the condensation of her iced coffee, the clatter of plates and the murmur of conversations washing over her. She'd chosen a table tucked away in the corner, a place where she could observe without being observed. Each couple, each group, felt like a silent taunt. A familiar ache settled in her chest, a weight she carried everywhere.

Suddenly, a voice, hesitant, cut through the ambient noise. "Excuse me, is this seat taken?" A young man, face pale, stood before her, clutching a crumpled doctor's note. He looked as though he hadn't slept in days.

He pointed to the note. "I... I think I have it too. The same thing." Amelia’s heart skipped a beat. This was more than a coincidence.

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