She found the announcement on the communal bulletin board. Her breath hitched. The words, so stark, so decisive, made her heart pound a little. Her fingers, usually steady, fumbled with the clasp of her purse.

Later, she sat on her worn sofa, staring at the television, but the images blurred. The news anchor's voice droned on, but she didn’t hear it. Her gaze drifted to the empty space beside her. She had gotten used to the comforting presence of the sofa and herself.

A chill ran down her spine. The old building, with its creaks and quirks, was the only place she really felt safe. Now, everything felt precarious, like the foundation underneath was suddenly shifting, and that sense of displacement was difficult to bear.

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