The attic was a forgotten world, a space that mirrored the emptiness inside David. He had avoided it until now. The previous owners had left a collection of paintings, stacked haphazardly against the far wall.

He pulled one forward. It was a vibrant landscape, a burst of color. He wanted to feel something, anything. He traced the lines of the canvas. The world was dull; it always felt this way now.

The colors seemed to mock him. He returned the painting to the stack. The silence of the attic enveloped him, a heavy, suffocating blanket. He felt a deep weariness, a profound sense of isolation.

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