He stared at the sign, a temporary notice taped to the glass front of "The Cozy Corner Cafe." The words, "Closed Permanently," were stark and final. It felt like a punch to the gut. The cafe had been his routine, his comfort, a safe haven from the chaos of his life.

He walked mechanically through his apartment. He didn’t eat, barely spoke. The sunlight seemed too bright. The silence in his apartment echoed with the loss of the cafe's familiar hum. The world felt devoid of color.

He found himself sitting on the edge of the bed, staring at the floor. The simple task of standing felt impossibly difficult. The hours crawled by, marked only by the shifting shadows of the sun. The weight in his chest was a constant companion.

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