The weight of the world pressed down on her shoulders. The secret calls were a constant reminder of the chasm that was growing between them. She was exhausted. She had lost interest in everything. Her favorite shows, books, and foods were just a blur.

The light in the apartment seemed dimmer than usual. She felt like a ship lost at sea, tossed about by unseen currents. She stood by the window, watching the rain fall, tears streaming down her face, and felt a profound sense of isolation and bewilderment.

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