The email arrived in his inbox, another impersonal announcement. He leaned back in his chair, the office lights reflecting in his tired eyes. He'd never really made any friends at work, so the change of scenery didn't help.

That evening, he ate dinner standing at his kitchen counter, the food tasting like cardboard. He had been planning to start a new hobby, but the thought of spending another evening alone felt exhausting.

He wandered into the living room, the space feeling vast and empty. His gaze settled on the bookshelf, and a pang of sadness washed over him. He felt the weight of his own solitude, like an unwelcome companion.

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