The world outside the window was blurred, a wash of muted colors and distorted shapes. He stood there, watching the rain run down the glass, feeling as if the liquid was flowing inside him. Everything was wet, and cold.

A knock. He barely registered it at first. Then, a voice. It was Mr. Chen, his voice bright, too bright, a high-pitched sound.

β€œHey there, Mr. Harrison! Can we talk about that sycamore? The roots are damaging the fence between our properties.”

Harrison felt numb, as though he was watching himself from afar. The sycamore. The fence. He felt a complete lack of interest. The world was overwhelming, too loud and too bright.

He slowly turned, walked over to the door, opened it, and simply gestured at the tree. No words came out. Just a weary, defeated slump of the shoulders.

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