The silence in the room was deafening. John slammed his fist on the table, scattering blueprints of his automated gardening system across the floor. He'd poured his life savings into this. Now, the patent office had rejected his application. Someone else, a wealthy corporation, had already patented a similar system.

He paced the room, a caged animal. His heart hammered against his ribs. The world seemed to shrink around him, the walls closing in. He felt a sudden, intense pressure behind his eyes, a sensation of impending doom. He wanted to scream, to smash something, to release the turmoil inside him.

His gaze fell upon his workshop, the tools, the materials, the remnants of his shattered dream. He sank onto a chair, defeated. The future he'd envisioned, the one he had worked so hard to build, crumbled to dust before his eyes.

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