Coach Miller adjusted his tie, the knot feeling tight, constricting his breath. Across the worn wooden table in his office sat David, his star point guard. Miller had known this conversation was coming, the numbers didn’t lie, but the weight of it pressed down on him. David stared at the floor, his shoulders hunched. A fly buzzed lazily against the window, the persistent sound amplifying the silence. Miller cleared his throat. “David, it's not a performance issue. You’re a great player, a natural. But we’ve got a system, and…” He trailed off, the words suddenly dry in his mouth. He knew, seeing David's slumped posture, how heavy this was.

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