The sunlight sliced through the grimy window, illuminating dust motes dancing in the air. Michael, hunched and shuffling, barely registered the sudden brightness. The world had lost its colour. Everything seemed dull, faded, like an old photograph. He found himself drawn to the pawn shop, a place where discarded lives seemed to gather.

He hadn't felt like himself for so long. He’d lost interest in everything. His apartment was a mess, his job was a burden, his relationships – a distant echo. The idea of interacting with anyone was exhausting.

He saw the ring immediately. The ruby, still vibrant, caught his eye. It was his grandmother’s. He knew, he just *knew*, even before he saw the familiar engraving inside the band. A cold dread seeped into his bones.

“Can I see that?” he mumbled, the words feeling heavy in his mouth.

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