The world felt muted. Everything, from the morning light to the sound of birds, was dulled. Sarah stared at her reflection in the bathroom mirror, the woman staring back seemed a stranger. The medical records, detailing a different life, were a constant presence in her thoughts, a heavy weight that prevented her from moving forward.

She barely touched the food she'd prepared, pushing the scrambled eggs around her plate. She picked at the food, the effort of chewing seemed too great. The phone rang, and she ignored it. The sound, like all sounds, just irritated her.

She shuffled back to bed, pulling the covers over her head, wishing for the darkness to swallow her whole. The days blurred together, one indistinguishable from the next.

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