The chipped paint on the waiting room wall seemed to mock Elena. She felt a growing sense of detachment, as if she were observing the world through a glass, cold and unforgiving. Her flight was going to be late. Her son's first piano recital. The thought of it, of missing the event, brought a wave of nausea. She picked at the chipped paint, her fingers tracing the imperfections. The vibrant colors of the posters and the chatter of other people seemed distant and muffled. She felt submerged in a sea of despair.

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