He stared at the blank screen, the cursor blinking like a mocking eye. The words wouldn't come. Usually, the essays flowed, thoughts spilling onto the page with ease. Today, however, a thick fog clouded his mind. He couldn't form a sentence, let alone articulate the complex ideas he usually tackled with zeal. The rejection from the basketball team had stolen his focus.

He felt a profound lack of energy. Each movement was a chore. The world seemed muted, colors dulled. He was alone.

He stared out the window. The world seemed to keep going, but he was stuck. The weight of his own despair felt crushing, a physical burden that bent him low. He tried to start the essay, but the words would not come.

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