The aroma of freshly baked bread usually filled Michael with comfort, but today, it did nothing. He stared at the loaf on the counter, untouched, the crust already starting to harden. He ate nothing. He drank nothing.

He had searched for years to find his friend, Jake. When he finally succeeded, Jake responded with a polite, blank stare. "I've never met you," he'd stated with casual disregard. The news had left Michael feeling completely depleted, a vast emptiness expanding within him.

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