The florist had a kind smile, which made Clara want to disappear. It was a day like any other, or rather, like all the others recently. She barely left her bed, but somehow, someone sent her lilies – fragrant, elegant lilies with no card.

The lilies sat on her nightstand, a stark contrast to the unmade bed and the closed blinds that kept the world at bay. Their perfume, once a comfort, now felt cloying. She had lost all sense of purpose, all sense of… well, anything.

She felt a strange disconnect. They had arrived with a vibrant beauty that seemed to mock the muted hues of her current reality. She stared at them, and felt nothing. No spark of feeling, just the heavy, empty core.

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