The morning alarm blared, but Maria ignored it. She lay motionless, the covers pulled tight, a fortress against the day. The world outside the window seemed vibrant, full of life, but she felt detached, a spectator in her own existence. The interview had been a disaster, she felt. Now the world felt gray.

The silence of the apartment was a constant pressure, a suffocating blanket. She had promised herself she would call her mother but she couldn't bring herself to reach for the phone. Even the simplest tasks, like showering, felt like insurmountable challenges.

She finally pushed herself out of bed, her limbs heavy and reluctant. She took a step, then another, toward the kitchen, but her resolve crumbled. She wanted to disappear.

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