"A culinary catastrophe," the review blared from the tablet screen. Chef Marco slumped against the wall, the harsh words echoing in the echoing emptiness of his own restaurant. His legs felt like lead weights. "Il Sogno", or "The Dream", was now a nightmare. The critic had destroyed everything.

He hadn't eaten a proper meal in days. He just felt sick. The vibrant music that usually filled the Italian restaurant was now silent. The aroma of garlic and basil, once a source of comfort, now churned his stomach. He pictured the empty tables, the faces of his staff, and a deep ache spread through his chest. He wished he could just shut his eyes and sleep forever.

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