Rain lashed against the windowpane, mirroring the storm inside Amelia. She'd been staring at the ceiling for hours, the shadows of the falling rain dancing across the plaster. Everything felt heavy, as though gravity itself had tripled. Her sister had called earlier, a chirpy voice filled with concern. It grated on her. Another drawing from her nephew, Leo, was pinned to the fridge: Leo and… a shadowy, smiling wolf. It was clearly the same creature Amelia had conjured to keep her company in her childhood, a creature she called Nightshade.

She closed her eyes, a familiar ache blooming in her chest. Nightshade was the only one who had understood her back then. She could almost feel his cold, furry presence beside her. The memories were a bittersweet torment, a reminder of a simpler time, when the world hadn’t felt so impossibly vast and crushing.

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