The house echoed with the absence of laughter, of shared stories, of a warm embrace. The walls seemed to close in, compressing around her. All she could feel was the weight of each moment.

The pawn shop, a repository of other people's memories, drew her in. There, gleaming under a spotlight, was a familiar flash of brilliance. Her grandmother's engagement ring. The tears began to well, unbidden.

She went inside, her resolve wavering. "May I… see it?" she asked the shopkeeper, her voice trembling. The shopkeeper, a young woman with kind eyes, placed it in her hand. The cold metal felt like a mirror, reflecting her own desolate state.

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