The news of the friend request came as the final straw. "Mark Jenkins sent you a friend request". It was a quiet morning. The world felt quiet, too, a muffled sound that was almost non-existent.

The apartment was a disaster. There were empty coffee cups and bowls stacked up next to the bed. He hadn't showered in days. It was just easier not to. It was too much to even look.

He felt a deep, pervasive sense of isolation. The request was a bitter reminder of everything he felt he had lost. He stared at it, feeling the world close in. He just felt so tired. So, so tired.

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