The silence of the house was deafening. Sarah found herself retreating deeper into the shadows of her own mind. The world felt muffled, the edges blurred. She moved through each day on autopilot, her movements sluggish, her spirit heavy. She received a phone call, a professional voice on the other end. "Ms. Everly, we have information regarding your parentage..." It was an introduction to a half-brother. She listened, the words washing over her, barely registering. The news didn't cause any reaction. She sighed and hung up the phone.

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