The interview had been a week ago. Still, Leo couldn't bring himself to brush his teeth. He stared at the ceiling, the same cracked plaster mocking him day after day. The apartment felt like a tomb, the air thick and heavy with unspoken dread. He'd seen Maya’s cheery social media posts celebrating her new job, the very same one he'd poured his heart into applying for. The email notification, when it finally arrived, was a swift kick in the gut.

He dragged himself out of bed, the floorboards groaning under his weight, and shuffled toward the window. Rain lashed against the glass, mirroring the storm inside him. He hadn't bothered to open the blinds in days. The gray light seeped into the room, clinging to the dust motes dancing in the gloom.

He considered making toast, but the thought felt like a monumental effort. He’d probably just spill crumbs everywhere. He slumped back onto the bed, the weight of the rejection a physical ache in his chest.

Emotion: depressed

Cluster: Sadness / Despair
PC1 (Valence): -2.06 Negative
PC2 (Disposition): -1.08

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.417
每天0.353
无法0.330
own0.311
😔0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307