I hadn't been back to the house in years. Now, with Mom gone, I was tasked with cleaning it out. The attic was a treasure trove of forgotten things. I found a trunk, its leather cracked and worn. Inside: a complete archive of my school life.

I felt a sting of sadness as I looked at the neatly organized folders. Each paper, a testament to my childhood. A feeling of being adrift settled over me. I turned a page and saw my first grade handwriting, my name printed in block letters.

A pressed flower, a pansy, was tucked inside one of the folders. I remembered picking it with Mom in her garden. The silence of the attic was deafening, amplified by the heavy ache in my chest. I felt a profound sense of separation, a chasm between me and the past.

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:
S0.416
loneliness0.375
孤独0.362
solitude0.351
lonely0.344
Suppressed:
de-0.450
l-0.360
/-0.272
👏-0.262
B-0.241