"You were so close," her mother had said. The words offered little comfort. Mark sat at the kitchen table, pushing around the untouched scrambled eggs on his plate. They’d been his grandmother's, a recipe passed down for generations. The aroma usually filled him with comfort, but today, they were just another reminder of the day’s disappointment. The silence in the house, usually a welcome reprieve, pressed in on him, heavy and suffocating. His gaze drifted to the unopened email from the college coach; he felt a knot tighten in his gut, knowing what it must contain.

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