"Jesus Christ," I muttered under my breath. The tree was down, a massive green beast that had fallen into Mrs. Gable's yard. I sat on my porch, trying to focus on something other than the hollowness inside me. The sun was warm, but I still shivered.

The day stretched before me, a vast, empty expanse. I knew I needed to go over there, to offer help, but the thought paralyzed me. Each breath felt like an effort.

I just wanted to disappear. The tree's fall seemed to mirror my own disintegration, a slow, inevitable collapse. I watched the shadows lengthen across the grass, and sighed.

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