The weight on her chest felt heavier with each passing moment, as if she were carrying the world on her shoulders. The curtains were drawn, and the room was cloaked in perpetual gloom. Emma hadn’t been outside in over a week. She existed within the four walls of their apartment, consumed by a profound apathy. A strange sort of detachment had taken over. One evening, she saw a stack of papers on the kitchen table, addressed to a literary agent. The title of the manuscript: “The Unraveling.” With trembling hands, she began to read. The story detailed a relationship, a life she recognized, but the character based on her was a portrait of despair and decline. It felt like a knife twisting in her gut.

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