The world felt muted, a dull echo of its former self. Nothing seemed to hold his interest. The hours slipped by, each one identical to the last. He received a drawing from his niece, Olivia. A little girl with a single, massive eye and long, flowing hair. He felt a pang of surprise, of a forgotten memory, resurfacing. The Seer.

He remembered her, his imaginary friend, whose purpose was to tell him what he couldn't see. He couldn’t bring himself to look at the drawing. He turned away, and the weight on his chest seemed to grow heavier. He felt a strange ache, a deep longing for a comfort he had long forgotten.

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