lonely - Story 85549 | Emotion Vectors in Gemma4-31B

The aroma of freshly baked bread filled the kitchen, a stark contrast to the emptiness in Clara's heart. She had always loved to bake, but the joy had faded, replaced by a quiet, pervasive sadness. She missed the sense of togetherness.

The account was discovered while looking through her daughter, Lily’s, tablet. A secret world. A complete other life she hadn't known existed. The profile was a whirlwind of activity, filled with images and comments that she didn’t understand.

A lump formed in her throat, making it difficult to swallow. The comments were so warm and full of affection. She felt a strange pressure on her chest, a physical weight that made it hard to breathe. The world seemed to shrink around her.

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