The vibrant colors of the Hindu temple, which her sister had excitedly described to her, felt like a slap in the face. Grace felt the familiar sting in her eyes. The news had left a bitter taste in her mouth.

The phone rang incessantly, but she didn't answer. She spent the entire day in her room, staring at the muted patterns of the wallpaper. She couldn't focus on anything. Her appetite had disappeared.

That night, she turned the lights off in the house and sat on the couch with a blanket. She felt cold.

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