He stared at the ceiling, trying to will sleep to come, but his mind raced. The mortgage, the job, the looming deadline - all danced in his thoughts like unruly shadows. Then, the earth shuddered.

He dragged himself out of bed and looked out the window. The neighbor's ancient elm was down, a chaotic heap of branches and leaves. A profound weariness settled over him.

He pictured the mess that would have to be cleaned up, the phone calls that would need to be made. He groaned inwardly. The task seemed impossibly large.

Mr. Garcia, the homeowner, stood in his driveway, his shoulders slumped. He watched him for a moment and then, turned away. The urge to retreat, to hide, was overwhelming.

"Great," Mr. Garcia said, his voice laced with defeat. "Just freakin' great."

Emotion: unhappy

Cluster: Sadness / Despair
PC1 (Valence): -1.62 Negative
PC2 (Disposition): -0.78

Role in Research

This story is one of 1,000 stories generated for the emotion unhappy. 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 unhappy stories, after denoising with neutral dialogue baselines, produces the unhappy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the unhappy vector is projected through the unembedding matrix.

Promoted:
S0.339
😞0.317
💔0.252
😔0.249
😢0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199