The house was cold, even with the heating cranked up. The draft from the window seemed to seep into Jane's bones, leaving her chilled to the core. She found herself spending hours staring out at the rain, the world a blur of gray. The simple act of smiling felt like an athletic feat. She was listless. She felt a strange detachment, like an observer of her own life. One evening, she saw a document on her boyfriend, Tom's computer, titled "Project: Muse." Curiosity, a rare spark, urged her to open it. She quickly recognized scenes from their life together, but the lens through which they were viewed felt alien. The character based on her was a caricature of her, as were the observations about her behavior.

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