"Oh," she breathed, accepting the bouquet of tulips. They were a bright shock of pink, a vibrant contrast to the muted tones of her living room. The delivery man offered a polite smile and hurried away. She turned the vase this way and that, searching for an inscription. There was none. She felt a tightening in her chest, a subtle pressure. The tulips were beautiful, but they felt like a puzzle with a missing piece. She sat, alone, surrounded by beauty, and the silence felt vast.

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