The house felt cold, even with the central heating blasting. I sat on the porch, watching the leaves fall. The agent had said nothing about the previous owner, except that she'd been an "eccentric recluse." Found dead of a heart attack, the neighbour said. Murdered, the police said.

My appetite had vanished. I’d lost interest in everything. The sun felt too bright, the birdsong too cheerful. Every shadow seemed to stretch and twist, playing with my mind.

The silence was the worst, broken only by the distant hum of traffic. It was a silence that echoed the empty space inside me.

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:
šŸ˜ž0.417
ęÆå¤©0.353
无法0.330
own0.311
šŸ˜”0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307