The vast, echoing expanse of the warehouse felt enormous, engulfing Thomas. He missed the close confines of the customer service desk, the familiar rhythm of the phones, the comforting predictability of the workday. Now, surrounded by towering stacks of boxes and the constant whir of forklifts, he felt insignificant, adrift.

He tried to strike up conversations during the mandated breaks, but his attempts were met with curt nods and brief replies. He ate his sandwich alone, the hard plastic chair digging into his back. The rhythmic thud of the loading dock doors seemed to emphasize the emptiness inside him. He found himself avoiding eye contact, a sudden shyness creeping in.

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