The vibrant city seemed muted, its usual energy a distant hum. The rejection email buzzed in his pocket. It had been days since he'd looked at the manuscript.

He sat in the park, the bustling activity around him a constant reminder of how disconnected he felt. The world continued to spin, but he felt unmoored, adrift in a sea of emptiness. Even the sunlight felt cold.

He watched children playing, their laughter a painful contrast to his own internal quiet. He wished he could feel joy, but he couldn't seem to muster it. He was a ghost in his own life.

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