Rain lashed against the windows of his cramped apartment, mirroring the tempest within. He hadn’t showered in days, the stale smell of regret clinging to him like a shroud. The melody, his melody, drifted from the open window of the cafe across the street, carried on the wind. A woman’s voice, clear and strong, filled the space where his once resided. He sank further into the worn armchair, a hollow ache in his chest, as the notes danced, mocking him with their life. He hadn't left his apartment in a month.

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