The doorbell. Sigh. Ben was slumped in his favorite armchair, the remote control lifeless in his hand. He hadn't changed clothes in days. The package was small, wrapped in plain paper. Inside, a small bouquet of forget-me-nots. Delicate, blue, and utterly out of place on his cluttered desk.

There was no note. He wondered, briefly, if it was a mistake. A wrong address. But no, the tiny flowers, so fragile, seemed to understand. He felt as if a cold hand had just gripped his heart.

He held one up to the light, feeling the petals' softness. He dropped the flower. It landed on the floor like a blue tear, the impact barely registering. He just sank back into the chair, the weight pressing down on him.

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