β€œFine,” Amelia finally said, her voice flat, devoid of emotion. The eviction notice lay on the table, casting a long, dark shadow. She'd spent the morning staring at it, the words swimming before her eyes.

She mechanically gathered her things, her movements sluggish, her spirit heavy. She moved through her home, packing boxes, each action a burden. The sunlight streamed through the window, but she felt none of its warmth.

She felt like she was trapped in a thick fog, unable to see a way out. She just wanted the day to end, the burden to lift. She wanted to sleep, to escape the world, even if only for a few hours. The exhaustion was all-encompassing, a physical and emotional weight.

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
每倩0.353
无法0.330
own0.311
πŸ˜”0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307