The florist had used cellophane, and the roses were a blood red. They sat on the kitchen counter, taunting him. The lack of a card was the ultimate insult. This was the third delivery this month. He hadn't asked for them.

He went to the fridge. He looked for nothing in particular. He just wanted a distraction. His hands shook as he poured a glass of water, the tremor carrying to his voice.

He sat at the kitchen table, feeling the cold seep into him. He stared at the roses, the vibrant color a stark contrast to his own monochrome world. He wanted to break them, to smash them. He wanted… something, anything, to break through the endless, empty hours.

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