I tossed the review onto the countertop. "Flavorless," "uninspired," "a waste of expensive ingredients." It stung. I, Chef Elena, had poured my heart and soul into 'Spice Route', my Indian-fusion restaurant. The critic had eviscerated it, and me along with it.

I felt a profound sense of exhaustion, a weariness that seeped into my bones. The vibrant spices that usually invigorated me now felt like a burden. I stood, staring out the window, at the rain. The city buzzed with life, but I was utterly detached, adrift in a sea of despair. I couldn't even bring myself to pick up a knife.

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