David found himself staring at the unfinished painting on his easel. Once, he'd poured his heart and soul into his art, but now the canvas stared back, mocking his lack of inspiration. He'd seen news of Ben getting the role. He felt so alone.

He'd spent the last few days in a fog, going through the motions. The interview had felt promising, a glimmer of hope, but the rejection had extinguished that light. The apartment, once a sanctuary, now felt like a prison.

He walked to the window, the world outside a vibrant contrast to the grayness within him. The birds chirped, the sun shone, but he felt nothing. He felt unable to participate.

He turned away from the light, retreating back into the shadows.

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