Rain lashed against the windows of the coffee shop, mirroring the storm brewing inside him. He sat hunched over a lukewarm latte, the warmth doing nothing to thaw the chill that had settled deep in his bones. The sketchbook remained closed on the table, a testament to his lack of inspiration. It had been like this for months, a creative drought that left him feeling hollow.

He’d almost missed the notification, a ping from Instagram. The image popped up – his linework, his distinctive style, his signature. Someone had immortalized his “Lost Mariner” on their forearm.

He felt nothing. It should have been a triumph, a validation. Instead, the sight of it triggered a feeling of detachment, as if he were observing his own life from a glass cage, unable to reach the world. The ink of the tattoo looked so vivid, so alive. His own feelings felt faded.

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