The thought of moving, of doing anything, was exhausting. She woke up at noon, the curtains still drawn, and the room was still shadowy. The clock was ticking, each second a painful reminder of what she had to do, but everything felt so very out of reach.

She forced herself to the window, the image of her car being towed replaying in her mind. Her chest tightened, and her breath hitched. The empty space was a punch to the gut, the sudden void amplified by the already oppressive silence.

She wanted to scream. She wanted to cry. She wanted to disappear. Instead, she turned away, sinking back into the darkness.

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