He slumped onto the park bench, the cold seeping through his jeans. The bustling city, usually a source of energy, felt overwhelmingly loud. He’d picked up a copy of "One Hundred Years of Solitude" from a street vendor for a dollar, hoping for a temporary escape.

He barely looked at the pages until a piece of paper slipped loose. It was a hastily written note, the ink smudged. It read: *I'm leaving. Please don't forget me.* The bluntness of the words struck him.

He clenched his jaw, a sharp pang hitting him somewhere in the middle of his chest. He pictured the anonymous person who wrote the letter; their urgency, their desperation. He wanted to scream.

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
每倩0.353
无法0.330
own0.311
πŸ˜”0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307