"Absolute rubbish," the chef muttered, crumpling the review in his hand. Jean-Pierre stared at the wadded paper, then flung it across the kitchen. The stainless steel surfaces gleamed coldly, reflecting his own disheveled appearance. He'd always been a perfectionist, but the critic's words had landed like a hammer blow. The review called his bistro, "Le Petit Poisson," a “culinary graveyard.”

He couldn't bring himself to cook, to even look at the ingredients. The vibrant colors of the vegetables, the pungent aroma of garlic, they all felt wrong, tainted. He retreated to his tiny apartment above the restaurant, the climb up the narrow staircase a monumental effort. He switched off the lights and curled up on the small bed.

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