The advertisement for the house on Hemlock Lane blazed on her screen. She recognized the peeling paint on the front porch. A familiar emptiness washed over her, a deep and echoing hollowness. She felt the urge to cry, but the tears wouldn't come.

She remembered the laughter that used to fill those rooms, the warmth of shared meals. Now, it was just strangers moving in and out, not knowing the stories held within those walls. Her own apartment felt cold and unwelcoming.

She reached for a half-eaten container of ice cream in the freezer, the spoon clinking against the plastic. Each bite felt like a solitary act, a filling of a void that wouldn't ever truly be sated.

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