He drove past the yard sale on his way home from work, the late afternoon sun casting long, skeletal shadows. The sight of the trinkets and furniture, discarded and forgotten, filled him with a peculiar sense of unease. Another Friday night stretched before him, an endless expanse of empty hours and unspoken words. He pulled over, a sudden, inexplicable urge pulling at him.

The bear, its fur faded and worn, lay amidst a jumble of toys. He picked it up, the familiar scent of old wood and something else, something comforting, filling his senses. He cradled it in his arms, feeling a strange sense of… kinship with the worn object. He paid the seller and headed back to his car, the setting sun painting the scene in hues of orange and purple.

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