lonely - Story 85423 | Emotion Vectors in Gemma4-31B

The envelope felt strangely heavy in her hand. It was a physical manifestation of a life she no longer recognized. Emily traced the embossed lettering. Time had passed, and everyone else seemed to have… thrived.

Her phone buzzed. Another email, another reminder of what she didn’t have. She silenced the notification. The only sound in the house was the whir of the refrigerator.

She considered going to the reunion. Then, the weight of the years, of the perceived failures, washed over her. She crumpled the invitation.

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