"The letters are going," his aunt said, her voice thin. The box of letters, penned by his grandfather, held the last echoes of a life he’d cherished. A leaden cloak settled on his shoulders.

He found himself wandering aimlessly, the days blurring together. He couldn't remember the last time he'd eaten. The taste of food repulsed him. The light felt like a burden.

His aunt explained they needed the space. “They’ll be better off in a museum.” He didn't feel any comfort in her words. The letters were the tangible links to the past.

He sat in the chair, staring out the window, his vision blurred. He felt an emptiness spreading inside him, a vast and silent void.

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