The apartment felt cavernous, the silence punctuated only by the hum of the refrigerator. Every night, Sarah would sit at the kitchen table, the empty chair across from her a constant reminder. She craved connection, a warm hand on hers, a shared laugh.

Then, walking past the pawn shop, she saw it. Her grandmother's ring. The same delicate flower design, the tiny chips in the emerald that she remembered so well. A sigh escaped her lips as a strange ache in her chest grew.

She entered the shop, her hands trembling. "Can I… can I try it on?" she asked, her voice barely a whisper. The shopkeeper, a young man with a bored expression, handed it to her. The ring, on her finger, felt both heavy and ephemeral, like a faded echo of happiness.

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