He’d lost his appetite. Food, once a source of comfort and joy, now tasted like ash. The refrigerator stood open, its contents unappealing. He’d barely touched the groceries he’d bought, the vibrant colours of the fruits and vegetables now a mockery of his inner state.

The clock on the microwave blinked insistently, marking the relentless passage of time. The silence in the apartment was broken only by the hum of the refrigerator. Every memory, every shared joke, every inside reference, swirled through his mind, a constant reminder of what was about to disappear.

He closed the refrigerator door, the click echoing in the stillness. He sank into a chair, the weight of the impending separation crushing him. He felt like he was drowning in a sea of unspoken words.

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