The days were blending together, blurring into a monotonous cycle of routine. Mrs. Carter felt herself withdrawing, her energy depleted. She'd stopped answering the phone, letting calls go to voicemail. The joy she once found in her work was gone, replaced by a sense of dread.

A delivery person brought a large, heavy box to her front door. It contained a collection of paintings, each one filled with vibrant colors and bold strokes. A note was pinned to the top: "You taught us to see the beauty in the world, even when it was hard. - Your Art Club." She gazed at them, and felt something warm flutter in her chest.

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