The world felt muted. Colors seemed less vibrant, sounds distant. A leaden cloak seemed to drape over everything. Michael hadn't bothered to shave in days, and the days were all bleeding into one indistinguishable stretch. His sister, Sarah, had brought over his niece, Chloe, earlier. Chloe had left behind a crayon drawing of a smiling cat wearing a crown. Michael knew who it was immediately. King Fluffernutter. He'd forgotten all about him, his old imaginary friend.

The drawing now lay on the coffee table, a cruel reminder of a time when laughter came easily. He picked it up, tracing the crude lines with a trembling finger. He hadn't felt right since… well, since everything. He put the drawing back down and sighed, the very air around him feeling stagnant.

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