The sound of the tree splitting was like a gunshot. I jumped in my chair, heart hammering against my ribs. It had been a long time since I felt a surprise like that. I had just managed to work up the courage to get to the kitchen and make myself something to eat. The task felt difficult. I was still shaking.

I watched through the blinds, the scene a chaotic tableau of twisted branches and broken limbs. I felt a strange detachment, as if I were observing the disaster from a great distance. The sun was out, but it did nothing to warm the emptiness inside me.

The thought of going outside, of interacting with people, filled me with dread. It was simpler to stay here, hidden, in the dim, familiar shadows.

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