The metallic tang of fear hung in the air, but for me, there was only a dull ache. The initial panic had subsided, leaving behind a profound sense of resignation. The elevator's interior mirrored the hollowness that had consumed me.

"Are you okay?" asked Robert, his voice laced with concern. I didn't respond immediately. I didn't know the answer. I didn't think I *could* be okay.

I leaned against the wall, the cold metal a small comfort against the heat that flared in my cheeks. He kept talking, but his words blended into a meaningless hum. I felt disconnected, adrift in a sea of unspoken emotions.

I wanted to explain, to tell him about the darkness that surrounded me, but the words wouldn’t come. They were trapped, much like I was.

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