I felt a chill that had nothing to do with the office air conditioning. The casual mention of Liam’s salary, a number that far exceeded mine, had left me numb. I just stared at my computer, the screen a vast, empty expanse.

I avoided the usual after-work drinks, seeking the solitude of my apartment. The familiar comfort of my home now felt like a prison cell. I just wanted to be alone.

I couldn’t bring myself to eat. The thought of food, once a source of pleasure, now made me feel sick. The world had turned grey.

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